diff --git a/docs/assets/css/main.164bc903782c7acb8c11.css b/docs/assets/css/main.8aefcacc57934cd88b0b.css
similarity index 64%
rename from docs/assets/css/main.164bc903782c7acb8c11.css
rename to docs/assets/css/main.8aefcacc57934cd88b0b.css
index 749ba38..73475c9 100644
--- a/docs/assets/css/main.164bc903782c7acb8c11.css
+++ b/docs/assets/css/main.8aefcacc57934cd88b0b.css
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/docs/assets/css/policy.2f248398eaa41d7b17c4.css b/docs/assets/css/policy.cb168de457929242d4fe.css
similarity index 57%
rename from docs/assets/css/policy.2f248398eaa41d7b17c4.css
rename to docs/assets/css/policy.cb168de457929242d4fe.css
index 2f81168..3825860 100644
--- a/docs/assets/css/policy.2f248398eaa41d7b17c4.css
+++ b/docs/assets/css/policy.cb168de457929242d4fe.css
@@ -1 +1 @@
-@import url(https://fonts.googleapis.com/css2?family=Poppins:wght@400;500&display=swap);@import url(https://fonts.googleapis.com/css2?family=DM+Sans:wght@400;700&display=swap);@import url(https://fonts.googleapis.com/css2?family=Lato&display=swap);html{-webkit-box-sizing:border-box;box-sizing:border-box}.header{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-ms-flex-pack:justify;justify-content:space-between;-webkit-box-align:center;-ms-flex-align:center;align-items:center;width:100%;height:auto;background-color:#fff;padding:48px 80px}@media screen and (max-width:768px){.header{padding:24px 48px}}@media screen and (max-width:480px){.header{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center}}.header__logo-cont{width:238px;min-width:150px;height:inherit}.header__logo{width:100%}.welcome{padding:48px 0}@media screen and (max-width:480px){.welcome{padding:8px 0}}.welcome__saas{width:100%;background-color:#ececf9;padding:16px 48px;border-radius:8px;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-ms-flex-pack:justify;justify-content:space-between;-webkit-box-align:center;-ms-flex-align:center;align-items:center}@media screen and (max-width:768px){.welcome__saas{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column}}@media screen and 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\ No newline at end of file
+@import url(https://fonts.googleapis.com/css2?family=Poppins:wght@400;500&display=swap);@import url(https://fonts.googleapis.com/css2?family=DM+Sans:wght@400;700&display=swap);@import url(https://fonts.googleapis.com/css2?family=Lato&display=swap);html{-webkit-box-sizing:border-box;box-sizing:border-box}.header{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-ms-flex-pack:justify;justify-content:space-between;-webkit-box-align:center;-ms-flex-align:center;align-items:center;width:100%;height:auto;background-color:#fff;padding:48px 80px}@media screen and (max-width:768px){.header{padding:24px 48px}}@media screen and (max-width:480px){.header{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center}}.header__logo-cont{width:238px;min-width:150px;height:inherit}.header__logo{width:100%}.welcome{padding:48px 0}@media screen and (max-width:480px){.welcome{padding:8px 0}}.welcome__saas{width:100%;background-color:#ececf9;padding:16px 48px;border-radius:8px;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-ms-flex-pack:justify;justify-content:space-between;-webkit-box-align:center;-ms-flex-align:center;align-items:center}@media screen and (max-width:768px){.welcome__saas{-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column}}@media screen and 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(max-width:480px){.aboutData__item{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center;margin-top:48px}}.aboutData__feature-desc{margin-top:24px}@media screen and (max-width:480px){.aboutData__feature-desc{margin-top:8px}}.aboutData__feature-buttons{margin-top:48px}.margin{width:100px}.observe{background-color:#ececf9;padding:120px 0!important}@media screen and (max-width:768px){.observe{padding:80px 0!important}}@media screen and (max-width:480px){.observe{padding:48px 0!important}}.observe__feature-title{margin-top:8px}@media screen and (max-width:480px){.observe__feature-desc,.observe__feature-title{text-align:center!important}}.observe__cards{margin-top:60px;gap:24px;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-ms-flex-pack:justify;justify-content:space-between;-webkit-box-align:center;-ms-flex-align:center;align-items:center}@media screen and (max-width:768px){.observe__cards{margin-top:48px;display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center}}@media screen and (max-width:480px){.observe__cards{margin-top:24px}}.tools{padding:100px 0}@media screen and (max-width:480px){.tools__feature-title{text-align:center!important}}.tools__feature-desc{margin-top:8px}@media screen and 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(max-width:480px){.getStarted__card{padding:24px}}.getStarted__card-logo{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;-webkit-box-align:start;-ms-flex-align:start;align-items:flex-start;gap:var(--P-24,24px)}.getStarted__card-logo>img{width:240px}.provectus-container{background:url(/assets/img/Provectus-bg.png) no-repeat 50%;background-size:cover;-webkit-box-orient:vertical;-webkit-box-direction:normal;-ms-flex-direction:column;flex-direction:column;gap:48px;height:400px}.footer,.provectus-container{display:-webkit-box;display:-ms-flexbox;display:flex;-webkit-box-align:center;-ms-flex-align:center;align-items:center}.footer{padding:80px;background-color:#010e43;-webkit-box-pack:justify;-ms-flex-pack:justify;justify-content:space-between;-webkit-box-align:start;-ms-flex-align:start;align-items:flex-start}@media screen and 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-      })(window, document, 'script', 'dataLayer', 'GTM-WP44BZT')</script><link href="/assets/css/main.164bc903782c7acb8c11.css" rel="stylesheet"></head><body><header class="header"><div class="header__logo-cont"><a href="/"><img class="header__logo" src="../../assets/img/logo.png" alt="logo"/></a></div><div class="flex"><a target="_blank" href="https://go.opendatadiscovery.org/slack" class="button button--tertiary">Slack </a><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform" class="button button--tertiary">GitHub </a><a target="_blank" href="https://medium.com/opendatadiscovery/" class="button button--tertiary">Blog </a><a target="_blank" href="https://docs.opendatadiscovery.org/" class="button button--tertiary">Docs </a><a target="_blank" href="https://demo.oddp.io/" class="button button--tertiary">Demo </a><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform/blob/main/docker/README.md" class="button button--secondary">Get started</a></div></header><section class="container welcome"><div class="column-wrapper"><div class="welcome__saas"><div class="welcome__saas_offer"><p><b>Discover the power of our data discovery solution.</b></p><p>Register and experience it for yourself with a free trial version!</p></div><a target="_blank" href="https://iam.ditro.io/login" class="button button--sm">Sign up for the SaaS trial</a></div><p class="welcome__status">FREE & OPEN-SOURCE</p><h1 class="welcome__title title__h1">Trust Your Data<br/>Across the Board</h1><p class="welcome__description text__description">First Open-Source Data Discovery and Observability Platform.</p><div class="welcome__buttons flex"><a target="_blank" href="https://demo.oddp.io/" class="button button--secondary">Explore Demo </a><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform/blob/main/docker/README.md" class="button button--secondary">Deploy & Try </a><a target="_blank" href="https://www.youtube.com/channel/UCg95yGSnMv33bOFPQXbWoGA" class="button button--secondary">Watch video </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--secondary">Schedule call</a></div></div></section><section class="container aboutODD" id="aboutODD"><div class="column-wrapper"><h2 class="title__h2">What is Open Data Discovery Platform?</h2><p class="aboutODD__description text__description">Unlock the power of big data with OpenDataDiscovery Platform. Experience seamless end-to-end insights, powered by unprecedented observability and trust - from ingestion to production - while building your ideal tech stack!</p><div class="aboutODD__video_wrapper"><iframe class="aboutODD__video" src="https://www.youtube.com/embed/LX905wfr9kw" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe></div></div></section><section class="container aboutData"><div class="column-wrapper"><h2 class="title__h2">Data Doesn’t Have to Break</h2><div class="aboutData__item"><div class="aboutData__item-image"><img src="../../assets/img/feature_6.png" alt="data image"/></div><div id="dataDiscovery" class="aboutData__item-description"><h5 class="aboutData__feature title__h5">DATA DISCOVERY</h5><h3 class="aboutData__feature-title title__h3">Democratize data and accelerate insights</h3><p class="aboutData__feature-desc text__feature">Find data that fits your use case and discover hints left by your peers to leverage existing knowledge. Explore tags, ownership details, links to other sources and other information to shorten and simplify data discovery phase.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div><div class="aboutData__item aboutData__item_reverse"><div class="aboutData__item-image"><img src="../../assets/img/feature_2.png" alt="data image"/></div><div id="ingestion" class="aboutData__item-description"><h5 class="aboutData__feature title__h5">INGESTION-TO-PRODUCT LINEAGE</h5><h3 class="aboutData__feature-title title__h3">Find Issues In Seconds And See Who Got Affected</h3><p class="aboutData__feature-desc text__feature">Forget unnerved stakeholders and wasting too much time on digging the root cause of data issues when it fails. With ODD’s automatic company-wide ingestion-to-product lineage you’ll have answers in just seconds and stakeholders won’t need to wait.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div><div class="aboutData__item"><div class="aboutData__item-image"><img src="../../assets/img/feature_3.png" alt="data image"/></div><div id="quality" class="aboutData__item-description"><h5 class="aboutData__feature title__h5">INTEGRATED DATA QUALITY ASSURANCE</h5><h3 class="aboutData__feature-title title__h3">Add Any Data Quality Tool To Keep Your Data In Check</h3><p class="aboutData__feature-desc text__feature">Sleep well, knowing all your data is in check. Forget manual testing, days of debugging, and weeks of worrying. Know the impact of each code change with automatic testing. Enjoy lineage and alerts powered with data quality information.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div><div class="aboutData__item aboutData__item_reverse"><div class="aboutData__item-image"><img src="../../assets/img/feature_4.png" alt="data image"/></div><div class="aboutData__item-description"><h5 class="aboutData__feature title__h5">SMART ALERTS</h5><h3 class="aboutData__feature-title title__h3">Smart Alerts For All Owners Of Affected Entities</h3><p class="aboutData__feature-desc text__feature">Be the first one to know about data incidents. ODD Platform alerts you right after the first ETL execution — before a new model gets a chance to train on wrong data or your report misinformes someone.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div><div class="aboutData__item"><div class="aboutData__item-image"><img src="../../assets/img/feature_5.png" alt="data image"/></div><div id="collaboration" class="aboutData__item-description"><h5 class="aboutData__feature title__h5">SEAMLESS COLLABORATION</h5><h3 class="aboutData__feature-title title__h3">Bring Data and ML Teams together</h3><p class="aboutData__feature-desc text__feature">Facilitate and scale ML operations. ODD Platform makes ML world a part of data discovery by operating ML entities as first citizens. Now your Data science and Data Engineering teams are on the same page. Onboard new data people just by granting access to the platform.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div><div class="aboutData__item aboutData__item_reverse"><div class="aboutData__item-image"><img src="../../assets/img/feature_1.png" alt="data image"/></div><div id="federated" class="aboutData__item-description"><h5 class="aboutData__feature title__h5">FEDERATED DATA CATALOG</h5><h3 class="aboutData__feature-title title__h3">Plug In Any Data Sources And Draw Insights</h3><p class="aboutData__feature-desc text__feature">Save hours on finding and understanding data. ODD offers truly end-to-end data discovery, lineage, and collaboration on data products. Based on an open standard for collecting metadata, it allows to bring in an unlimited variety of tools, data catalogs and feature stores.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div></div></section><section class="container observe"><div class="column-wrapper observe__description"><h4 class="observe__feature title__h5">PROACTIVE DATA MONITORING AND OBSERVABILITY</h4><h3 class="observe__feature-title title__h3">Trusted by modern data-driven companies</h3><p class="observe__feature-desc text__feature">Gain confidence in what you ship. Catch data issues before they end up in production.</p><div class="observe__cards"><div class="observe__card card"><h4 class="observe__card-title title__h4">Effortless deployment</h4><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">No complex infra required</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">PostgreSQL</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">Helpful team</p></div></div><div class="observe__card card"><h4 class="observe__card-title title__h4">Guaranteed support</h4><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">Dedicated team</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">We’re always ready to help</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">Strong growing community</p></div></div><div class="observe__card card"><h4 class="observe__card-title title__h4">Forever Open-Source</h4><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">No hidden agenda</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">Public development</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">Aiming to join LFAI</p></div></div></div></div></section><section class="container tools"><div class="column-wrapper tools__description"><h5 class="tools__feature title__h5">FAST AND EASY INTEGRATION WITH ANY OF YOUR TOOLS</h5><h3 class="tools__feature-title title__h3">The missing piece of your modern data stack</h3><p class="tools__feature-desc text__feature">Plug in any of your tools and data sources, including ML ecosystem and other data catalogs</p><div class="tools__logos"><img class="tools__logos-logo" src="../../assets/img/MongoDB.svg" alt="MongoDB"/> <img class="tools__logos-logo" src="../../assets/img/ClickHouse.png" alt="ClickHouse"/> <img class="tools__logos-logo" src="../../assets/img/dbt.svg" alt="dbt"/> <img class="tools__logos-logo" src="../../assets/img/Elasticsearch.svg" alt="Elasticsearch"/> <img class="tools__logos-logo" src="../../assets/img/Feast.png" alt="Feast"/> <img class="tools__logos-logo" src="../../assets/img/MySql.svg" alt="MySql"/> <img class="tools__logos-logo" src="../../assets/img/Neo4j.svg" alt="Neo4j"/> <img class="tools__logos-logo" src="../../assets/img/Snowflake.png" alt="Snowflake"/> <img class="tools__logos-logo" src="../../assets/img/Tableau.png" alt="Tableau"/> <img class="tools__logos-logo" src="../../assets/img/BigQuery.png" alt="BigQuery"/> <img class="tools__logos-logo" src="../../assets/img/Redshift.png" alt="Redshift"/> <img class="tools__logos-logo" src="../../assets/img/Athena.png" alt="Athena"/> <img class="tools__logos-logo" src="../../assets/img/DynamoDB.png" alt="DynamoDB"/> <img class="tools__logos-logo" src="../../assets/img/Quicksight.png" alt="Quicksight"/> <img class="tools__logos-logo" src="../../assets/img/aws-glue.png" alt="Glue"/> <img class="tools__logos-logo" src="../../assets/img/sagemaker-featurestore.png" alt="sagemaker-featurestore"/> <img class="tools__logos-logo" src="../../assets/img/Kinesis.png" alt="Kinesis"/> <img class="tools__logos-logo" src="../../assets/img/S3.png" alt="S3"/> <img class="tools__logos-logo" src="../../assets/img/Sagemaker.png" alt="Sagemaker"/> <img class="tools__logos-logo" src="../../assets/img/SQS.png" alt="SQS"/> <img class="tools__logos-logo" src="../../assets/img/Hive.svg" alt="Hive"/> <img class="tools__logos-logo" src="../../assets/img/Cassandra.png" alt="Cassandra"/> <img class="tools__logos-logo" src="../../assets/img/Kafka.png" alt="Kafka"/> <img class="tools__logos-logo" src="../../assets/img/Kubeflow.svg" alt="Kubeflow"/> <img class="tools__logos-logo" src="../../assets/img/MSSql.svg" alt="MSSql"/> <img class="tools__logos-logo" src="../../assets/img/Tarantool.svg" alt="Tarantool"/> <img class="tools__logos-logo" src="../../assets/img/PostgreSQL.png" alt="PostgreSQL"/> <img class="tools__logos-logo" src="../../assets/img/odbc.png" alt="odbc"/></div></div></section><section class="flex flex--column flex--gap-sm press"><h3 class="press__feature-title title__h3">ODD in the Press</h3><a target="_blank" href="https://aithority.com/machine-learning/provectus-releases-open-data-discovery-platform-to-democratize-data-observability-and-reliability/#:~:text=Provectus%2C%20a%20Silicon%20Valley%20artificial,%2C%20manageable%2C%20observable%2C%20reliable%2C" class="flex flex--space-between press__card"><img src="../../assets/img/aithority.png" class="press__logo" alt="aithority"/><p class="text text--underline">Provectus Releases Open Data Discovery Platform To Democratize Data Observability</p></a><a target="_blank" href="https://thesequence.substack.com/p/osin" class="flex flex--space-between press__card"><img src="../../assets/img/the_sequence.png" class="press__logo" alt="the sequence"/><p class="text text--underline">Interview With German Osin: About Data Discovery and Observability in ML Solutions</p></a><a class="flex flex--space-between press__card" target="_blank" href="https://towardsdatascience.com/the-missing-piece-of-data-discovery-and-observability-platforms-open-standard-for-metadata-37dac2d0503"><img src="../../assets/img/towards.png" class="press__logo" alt="towards"/><p class="text text--underline">The Missing Piece of Data Discovery and Observability Platforms: Open Standard for Metadata</p></a><a href="https://towardsdatascience.com/feature-store-as-a-foundation-for-machine-learning-d010fc6eb2f3" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/towards.png" class="press__logo" alt="towards"/><p class="text text--underline">Feature Store as a Foundation of Machine Learning</p></a><a href="https://www.datasciencecentral.com/data-discovery-for-ml-engineers/" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/datasciencecentral.png" class="press__logo" alt="towards"/><p class="text text--underline">Data Discovery for ML Engineers</p></a><a href="https://medium.com/@gosin/finding-the-right-data-catalog-solution-a265a4b3c0c3" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/logo.png" class="press__logo press__logo--odd" alt="towards"/><p class="text text--underline">Finding the Right Data Catalog Solution</p></a><a href="https://medium.com/opendatadiscovery/open-data-discovery-specification-a-universal-standard-for-metadata-collection-60425061112c" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/logo.png" class="press__logo press__logo--odd" alt="towards"/><p class="text text--underline">Open Data Discovery Specification: A Universal Standard for Metadata Collection</p></a><a href="https://dzone.com/articles/best-practices-in-data-discovery-building-search-f" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/dzone_logo.png" class="press__logo" alt="towards"/><p class="text text--underline">Best Practices in Data Discovery: Building Search for a Data Discovery Platform</p></a><a href="https://www.kdnuggets.com/the-data-maturity-pyramid-from-reporting-to-a-proactive-intelligent-data-platform" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/kdnuggets-logo.svg" class="press__logo" alt="kdnuggets"/><p class="text text--underline">The Data Maturity Pyramid: From Reporting to a Proactive Intelligent Data Platform</p></a></section><section class="container community"><div class="column-wrapper"><h3 class="title__h3">Join The ODD Community</h3><div class="community__cards"><div class="community__card"><div class="community__card-icon-cont"><img src="../../assets/img/slack.png" alt="slack icon" class="community__card-icon"/></div><div class="community__card-description"><h4 class="title__h4">Ask a question on Slack</h4><div class="community__card-links"><a target="_blank" href="https://go.opendatadiscovery.org/slack" class="community__card-link">Join ODD Slack channel</a></div></div></div><div class="community__card"><div class="community__card-icon-cont"><img src="../../assets/img/github.png" alt="github icon" class="community__card-icon"/></div><div class="community__card-description"><h4 class="title__h4">Explore ODD on GitHub</h4><div class="community__card-links"><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform/issues" class="community__card-link">Create an issue </a><a target="_blank" href="https://github.com/opendatadiscovery" class="community__card-link">Main Repository</a></div></div></div></div></div></section><section class="container getStarted"><div class="column-wrapper"><h2 class="title__h2">Get Started With ODD Platform</h2><div class="getStarted__cards"><div class="getStarted__card"><div class="getStarted__card-logo"><img src="../../assets/img/logo.png" alt="ODD logo"/><p class="text__feature">Run locally with Docker Compose</p></div><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform/blob/main/docker/README.md" class="button full-width">Run Locally With Docker</a></div><div class="getStarted__card"><div class="getStarted__card-logo"><img src="../../assets/img/logo.png" alt="ODD logo"/><p class="text__feature">Deploy to Kubernetes with Helm charts</p></div><a target="_blank" href="https://github.com/opendatadiscovery/charts/blob/main/QUICKSTART.md" class="button full-width">Deploy to Kubernetes</a></div></div></div></section><section class="container provectus-container"><div class="flex flex--column flex--gap-sm"><p class="text text--light">Powered by</p><span class="flex"><img src="../../assets/img/Provectus-logo.svg" alt="Provectus logo"/> <img src="../../assets/img/Provectus.svg" alt="Provectus"/></span></div><h1 class="text text--h1 text--light">AI-First Consultancy and Solutions Provider</h1><a target="_blank" href="https://provectus.com/" class="button button--sm">Learn more</a></section><footer class="footer"><div class="footer__logo-cont"><img src="../../assets/img/logo_footer.png" class="footer__logo" alt="ODD logo"/> <a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button">Schedule call</a></div><div class="footer__item-cont"><div class="footer__cont-title">Product</div><a href="#aboutODD" class="footer__link">What is ODD Platform?</a> <a href="#federated" class="footer__link">Federated Data Catalog</a> <a href="#ingestion" class="footer__link">Ingestion-to-product lineage</a> <a href="#quality" class="footer__link">Integrated Data quality assurance</a> <a href="#collaboration" class="footer__link">Seamless collaboration</a></div><div class="footer__item-cont"><div class="footer__cont-title">Press</div><a target="_blank" href="https://towardsdatascience.com/the-missing-piece-of-data-discovery-and-observability-platforms-open-standard-for-metadata-37dac2d0503" class="footer__link">The Missing Piece of Data Discovery and Observability Platforms: Open Standard for Metadata </a><a href="" class="footer__link">Open Data Discovery Specification: A Universal Standard for Metadata Collection </a><a target="_blank" href="https://thesequence.substack.com/p/osin" class="footer__link">Interview With German Osin: About Data Discovery and Observability in ML Solutions </a><a href="" class="footer__link">Provectus Releases Open Data Discovery Platform To Democratize Data Observability </a><a href="https://towardsdatascience.com/feature-store-as-a-foundation-for-machine-learning-d010fc6eb2f3" target="_blank" class="footer__link">Feature Store as a Foundation of Machine Learning</a></div><div class="footer__item-cont"><div class="footer__social-cont"><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform"><img src="../../assets/img/github.png" class="footer__social-logo" alt="logo github"/> </a><a target="_blank" href="https://go.opendatadiscovery.org/slack"><img src="../../assets/img/slack.png" class="footer__social-logo" alt="logo slack"/> </a><a target="_blank" href="https://www.youtube.com/channel/UCg95yGSnMv33bOFPQXbWoGA"><img src="../../assets/img/YouTube-Icon.png" class="footer__social-logo footer__social-logo-youtube" alt="logo youtube"/></a></div></div><script>document.addEventListener('click', function (e) {
+      })(window, document, 'script', 'dataLayer', 'GTM-WP44BZT')</script><link href="/assets/css/main.8aefcacc57934cd88b0b.css" rel="stylesheet"></head><body><header class="header"><div class="header__logo-cont"><a href="/"><img class="header__logo" src="../../assets/img/logo.png" alt="logo"/></a></div><div class="flex"><a target="_blank" href="https://go.opendatadiscovery.org/slack" class="button button--tertiary">Slack </a><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform" class="button button--tertiary">GitHub </a><a target="_blank" href="https://medium.com/opendatadiscovery/" class="button button--tertiary">Blog </a><a target="_blank" href="https://docs.opendatadiscovery.org/" class="button button--tertiary">Docs </a><a target="_blank" href="https://demo.oddp.io/" class="button button--tertiary">Demo </a><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform/blob/main/docker/README.md" class="button button--secondary">Get started</a></div></header><section class="container welcome"><div class="column-wrapper"><div class="welcome__saas"><div class="welcome__saas_offer"><p><b>Discover the power of our data discovery solution.</b></p><p>Register and experience it for yourself with a free trial version!</p></div><a target="_blank" href="https://iam.ditro.io/login" class="button button--sm">Sign up for the SaaS trial</a></div><p class="welcome__status">FREE & OPEN-SOURCE</p><h1 class="welcome__title title__h1">Trust Your Data<br/>Across the Board</h1><p class="welcome__description text__description">First Open-Source Data Discovery and Observability Platform.</p><div class="welcome__buttons flex"><a target="_blank" href="https://demo.oddp.io/" class="button button--secondary">Explore Demo </a><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform/blob/main/docker/README.md" class="button button--secondary">Deploy & Try </a><a target="_blank" href="https://www.youtube.com/channel/UCg95yGSnMv33bOFPQXbWoGA" class="button button--secondary">Watch video </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--secondary">Schedule call</a></div></div></section><section class="container aboutODD" id="aboutODD"><div class="column-wrapper"><h2 class="title__h2">What is Open Data Discovery Platform?</h2><p class="aboutODD__description text__description">Unlock the power of big data with OpenDataDiscovery Platform. Experience seamless end-to-end insights, powered by unprecedented observability and trust - from ingestion to production - while building your ideal tech stack!</p><div class="aboutODD__video_wrapper"><iframe class="aboutODD__video" src="https://www.youtube.com/embed/LX905wfr9kw" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe></div></div></section><section class="container aboutData"><div class="column-wrapper"><h2 class="title__h2">Data Doesn’t Have to Break</h2><div class="aboutData__item"><div class="aboutData__item-image"><img src="../../assets/img/feature_6.png" alt="data image"/></div><div id="dataDiscovery" class="aboutData__item-description"><h5 class="aboutData__feature title__h5">DATA DISCOVERY</h5><h3 class="aboutData__feature-title title__h3">Democratize data and accelerate insights</h3><p class="aboutData__feature-desc text__feature">Find data that fits your use case and discover hints left by your peers to leverage existing knowledge. Explore tags, ownership details, links to other sources and other information to shorten and simplify data discovery phase.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div><div class="aboutData__item aboutData__item_reverse"><div class="aboutData__item-image"><img src="../../assets/img/feature_2.png" alt="data image"/></div><div id="ingestion" class="aboutData__item-description"><h5 class="aboutData__feature title__h5">INGESTION-TO-PRODUCT LINEAGE</h5><h3 class="aboutData__feature-title title__h3">Find Issues In Seconds And See Who Got Affected</h3><p class="aboutData__feature-desc text__feature">Forget unnerved stakeholders and wasting too much time on digging the root cause of data issues when it fails. With ODD’s automatic company-wide ingestion-to-product lineage you’ll have answers in just seconds and stakeholders won’t need to wait.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div><div class="aboutData__item"><div class="aboutData__item-image"><img src="../../assets/img/feature_3.png" alt="data image"/></div><div id="quality" class="aboutData__item-description"><h5 class="aboutData__feature title__h5">INTEGRATED DATA QUALITY ASSURANCE</h5><h3 class="aboutData__feature-title title__h3">Add Any Data Quality Tool To Keep Your Data In Check</h3><p class="aboutData__feature-desc text__feature">Sleep well, knowing all your data is in check. Forget manual testing, days of debugging, and weeks of worrying. Know the impact of each code change with automatic testing. Enjoy lineage and alerts powered with data quality information.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div><div class="aboutData__item aboutData__item_reverse"><div class="aboutData__item-image"><img src="../../assets/img/feature_4.png" alt="data image"/></div><div class="aboutData__item-description"><h5 class="aboutData__feature title__h5">SMART ALERTS</h5><h3 class="aboutData__feature-title title__h3">Smart Alerts For All Owners Of Affected Entities</h3><p class="aboutData__feature-desc text__feature">Be the first one to know about data incidents. ODD Platform alerts you right after the first ETL execution — before a new model gets a chance to train on wrong data or your report misinformes someone.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div><div class="aboutData__item"><div class="aboutData__item-image"><img src="../../assets/img/feature_5.png" alt="data image"/></div><div id="collaboration" class="aboutData__item-description"><h5 class="aboutData__feature title__h5">SEAMLESS COLLABORATION</h5><h3 class="aboutData__feature-title title__h3">Bring Data and ML Teams together</h3><p class="aboutData__feature-desc text__feature">Facilitate and scale ML operations. ODD Platform makes ML world a part of data discovery by operating ML entities as first citizens. Now your Data science and Data Engineering teams are on the same page. Onboard new data people just by granting access to the platform.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div><div class="aboutData__item aboutData__item_reverse"><div class="aboutData__item-image"><img src="../../assets/img/feature_1.png" alt="data image"/></div><div id="federated" class="aboutData__item-description"><h5 class="aboutData__feature title__h5">FEDERATED DATA CATALOG</h5><h3 class="aboutData__feature-title title__h3">Plug In Any Data Sources And Draw Insights</h3><p class="aboutData__feature-desc text__feature">Save hours on finding and understanding data. ODD offers truly end-to-end data discovery, lineage, and collaboration on data products. Based on an open standard for collecting metadata, it allows to bring in an unlimited variety of tools, data catalogs and feature stores.</p><div class="flex aboutData__feature-buttons"><a target="_blank" href="https://demo.oddp.io/" class="button button--sm button--secondary">Explore Demo </a><a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button button--sm button--secondary">Schedule call</a></div></div></div></div></section><section class="container observe"><div class="column-wrapper observe__description"><h4 class="observe__feature title__h5">PROACTIVE DATA MONITORING AND OBSERVABILITY</h4><h3 class="observe__feature-title title__h3">Trusted by modern data-driven companies</h3><p class="observe__feature-desc text__feature">Gain confidence in what you ship. Catch data issues before they end up in production.</p><div class="observe__cards"><div class="observe__card card"><h4 class="observe__card-title title__h4">Effortless deployment</h4><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">No complex infra required</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">PostgreSQL</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">Helpful team</p></div></div><div class="observe__card card"><h4 class="observe__card-title title__h4">Guaranteed support</h4><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">Dedicated team</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">We’re always ready to help</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">Strong growing community</p></div></div><div class="observe__card card"><h4 class="observe__card-title title__h4">Forever Open-Source</h4><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">No hidden agenda</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">Public development</p></div><div class="card-advantage-container"><img src="../../assets/img/checkIcon.png" class="card-icon" alt="check icon"/><p class="observe__card-advantage card-advantage-text">Aiming to join LFAI</p></div></div></div></div></section><section class="container tools"><div class="column-wrapper tools__description"><h5 class="tools__feature title__h5">FAST AND EASY INTEGRATION WITH ANY OF YOUR TOOLS</h5><h3 class="tools__feature-title title__h3">The missing piece of your modern data stack</h3><p class="tools__feature-desc text__feature">Plug in any of your tools and data sources, including ML ecosystem and other data catalogs</p><div class="tools__logos"><img class="tools__logos-logo" src="../../assets/img/MongoDB.svg" alt="MongoDB"/> <img class="tools__logos-logo" src="../../assets/img/ClickHouse.png" alt="ClickHouse"/> <img class="tools__logos-logo" src="../../assets/img/dbt.svg" alt="dbt"/> <img class="tools__logos-logo" src="../../assets/img/Elasticsearch.svg" alt="Elasticsearch"/> <img class="tools__logos-logo" src="../../assets/img/Feast.png" alt="Feast"/> <img class="tools__logos-logo" src="../../assets/img/MySql.svg" alt="MySql"/> <img class="tools__logos-logo" src="../../assets/img/Neo4j.svg" alt="Neo4j"/> <img class="tools__logos-logo" src="../../assets/img/Snowflake.png" alt="Snowflake"/> <img class="tools__logos-logo" src="../../assets/img/Tableau.png" alt="Tableau"/> <img class="tools__logos-logo" src="../../assets/img/BigQuery.png" alt="BigQuery"/> <img class="tools__logos-logo" src="../../assets/img/Redshift.png" alt="Redshift"/> <img class="tools__logos-logo" src="../../assets/img/Athena.png" alt="Athena"/> <img class="tools__logos-logo" src="../../assets/img/DynamoDB.png" alt="DynamoDB"/> <img class="tools__logos-logo" src="../../assets/img/Quicksight.png" alt="Quicksight"/> <img class="tools__logos-logo" src="../../assets/img/aws-glue.png" alt="Glue"/> <img class="tools__logos-logo" src="../../assets/img/sagemaker-featurestore.png" alt="sagemaker-featurestore"/> <img class="tools__logos-logo" src="../../assets/img/Kinesis.png" alt="Kinesis"/> <img class="tools__logos-logo" src="../../assets/img/S3.png" alt="S3"/> <img class="tools__logos-logo" src="../../assets/img/Sagemaker.png" alt="Sagemaker"/> <img class="tools__logos-logo" src="../../assets/img/SQS.png" alt="SQS"/> <img class="tools__logos-logo" src="../../assets/img/Hive.svg" alt="Hive"/> <img class="tools__logos-logo" src="../../assets/img/Cassandra.png" alt="Cassandra"/> <img class="tools__logos-logo" src="../../assets/img/Kafka.png" alt="Kafka"/> <img class="tools__logos-logo" src="../../assets/img/Kubeflow.svg" alt="Kubeflow"/> <img class="tools__logos-logo" src="../../assets/img/MSSql.svg" alt="MSSql"/> <img class="tools__logos-logo" src="../../assets/img/Tarantool.svg" alt="Tarantool"/> <img class="tools__logos-logo" src="../../assets/img/PostgreSQL.png" alt="PostgreSQL"/> <img class="tools__logos-logo" src="../../assets/img/odbc.png" alt="odbc"/></div></div></section><section class="flex flex--column flex--gap-sm press"><h3 class="press__feature-title title__h3">ODD in the Press</h3><a target="_blank" href="https://aithority.com/machine-learning/provectus-releases-open-data-discovery-platform-to-democratize-data-observability-and-reliability/#:~:text=Provectus%2C%20a%20Silicon%20Valley%20artificial,%2C%20manageable%2C%20observable%2C%20reliable%2C" class="flex flex--space-between press__card"><img src="../../assets/img/aithority.png" class="press__logo" alt="aithority"/><p class="text text--underline">Provectus Releases Open Data Discovery Platform To Democratize Data Observability</p></a><a target="_blank" href="https://thesequence.substack.com/p/osin" class="flex flex--space-between press__card"><img src="../../assets/img/the_sequence.png" class="press__logo" alt="the sequence"/><p class="text text--underline">Interview With German Osin: About Data Discovery and Observability in ML Solutions</p></a><a class="flex flex--space-between press__card" target="_blank" href="https://towardsdatascience.com/the-missing-piece-of-data-discovery-and-observability-platforms-open-standard-for-metadata-37dac2d0503"><img src="../../assets/img/towards.png" class="press__logo" alt="towards"/><p class="text text--underline">The Missing Piece of Data Discovery and Observability Platforms: Open Standard for Metadata</p></a><a href="https://towardsdatascience.com/feature-store-as-a-foundation-for-machine-learning-d010fc6eb2f3" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/towards.png" class="press__logo" alt="towards"/><p class="text text--underline">Feature Store as a Foundation of Machine Learning</p></a><a href="https://www.datasciencecentral.com/data-discovery-for-ml-engineers/" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/datasciencecentral.png" class="press__logo" alt="towards"/><p class="text text--underline">Data Discovery for ML Engineers</p></a><a href="https://medium.com/@gosin/finding-the-right-data-catalog-solution-a265a4b3c0c3" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/logo.png" class="press__logo press__logo--odd" alt="towards"/><p class="text text--underline">Finding the Right Data Catalog Solution</p></a><a href="https://medium.com/opendatadiscovery/open-data-discovery-specification-a-universal-standard-for-metadata-collection-60425061112c" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/logo.png" class="press__logo press__logo--odd" alt="towards"/><p class="text text--underline">Open Data Discovery Specification: A Universal Standard for Metadata Collection</p></a><a href="https://dzone.com/articles/best-practices-in-data-discovery-building-search-f" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/dzone_logo.png" class="press__logo" alt="towards"/><p class="text text--underline">Best Practices in Data Discovery: Building Search for a Data Discovery Platform</p></a><a href="https://www.kdnuggets.com/the-data-maturity-pyramid-from-reporting-to-a-proactive-intelligent-data-platform" target="_blank" class="flex flex--space-between press__card"><img src="../../assets/img/kdnuggets-logo.svg" class="press__logo" alt="kdnuggets"/><p class="text text--underline">The Data Maturity Pyramid: From Reporting to a Proactive Intelligent Data Platform</p></a><a href="https://provectus.com/data-governance-for-rag/" target="_blank" class="flex flex--space-between press__card"><span><img src="../../assets/img/Provectus-logo.svg" alt="provectus-logo"/> <img src="../../assets/img/Provectus-black.svg" alt="provectus"/></span><p class="text text--underline">Data Governance for Retrieval-Augmented Generation (RAG)</p></a><a href="https://provectus.com/data-governance-practice-at-provectus/" target="_blank" class="flex flex--space-between press__card"><span><img src="../../assets/img/Provectus-logo.svg" alt="provectus-logo"/> <img src="../../assets/img/Provectus-black.svg" alt="provectus"/></span><p class="text text--underline">Data Governance Practice at Provectus</p></a></section><section class="container community"><div class="column-wrapper"><h3 class="title__h3">Join The ODD Community</h3><div class="community__cards"><div class="community__card"><div class="community__card-icon-cont"><img src="../../assets/img/slack.png" alt="slack icon" class="community__card-icon"/></div><div class="community__card-description"><h4 class="title__h4">Ask a question on Slack</h4><div class="community__card-links"><a target="_blank" href="https://go.opendatadiscovery.org/slack" class="community__card-link">Join ODD Slack channel</a></div></div></div><div class="community__card"><div class="community__card-icon-cont"><img src="../../assets/img/github.png" alt="github icon" class="community__card-icon"/></div><div class="community__card-description"><h4 class="title__h4">Explore ODD on GitHub</h4><div class="community__card-links"><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform/issues" class="community__card-link">Create an issue </a><a target="_blank" href="https://github.com/opendatadiscovery" class="community__card-link">Main Repository</a></div></div></div></div></div></section><section class="container getStarted"><div class="column-wrapper"><h2 class="title__h2">Get Started With ODD Platform</h2><div class="getStarted__cards"><div class="getStarted__card"><div class="getStarted__card-logo"><img src="../../assets/img/logo.png" alt="ODD logo"/><p class="text__feature">Run locally with Docker Compose</p></div><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform/blob/main/docker/README.md" class="button full-width">Run Locally With Docker</a></div><div class="getStarted__card"><div class="getStarted__card-logo"><img src="../../assets/img/logo.png" alt="ODD logo"/><p class="text__feature">Deploy to Kubernetes with Helm charts</p></div><a target="_blank" href="https://github.com/opendatadiscovery/charts/blob/main/QUICKSTART.md" class="button full-width">Deploy to Kubernetes</a></div></div></div></section><section class="container provectus-container"><div class="flex flex--column flex--gap-sm"><p class="text text--light">Powered by</p><span class="flex"><img src="../../assets/img/Provectus-logo.svg" alt="Provectus logo"/> <img src="../../assets/img/Provectus.svg" alt="Provectus"/></span></div><h1 class="text text--h1 text--light">AI-First Consultancy and Solutions Provider</h1><a target="_blank" href="https://provectus.com/" class="button button--sm">Learn more</a></section><footer class="footer"><div class="footer__logo-cont"><img src="../../assets/img/logo_footer.png" class="footer__logo" alt="ODD logo"/> <a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button">Schedule call</a></div><div class="footer__item-cont"><div class="footer__cont-title">Product</div><a href="#aboutODD" class="footer__link">What is ODD Platform?</a> <a href="#federated" class="footer__link">Federated Data Catalog</a> <a href="#ingestion" class="footer__link">Ingestion-to-product lineage</a> <a href="#quality" class="footer__link">Integrated Data quality assurance</a> <a href="#collaboration" class="footer__link">Seamless collaboration</a></div><div class="footer__item-cont"><div class="footer__cont-title">Press</div><a target="_blank" href="https://towardsdatascience.com/the-missing-piece-of-data-discovery-and-observability-platforms-open-standard-for-metadata-37dac2d0503" class="footer__link">The Missing Piece of Data Discovery and Observability Platforms: Open Standard for Metadata </a><a href="" class="footer__link">Open Data Discovery Specification: A Universal Standard for Metadata Collection </a><a target="_blank" href="https://thesequence.substack.com/p/osin" class="footer__link">Interview With German Osin: About Data Discovery and Observability in ML Solutions </a><a href="" class="footer__link">Provectus Releases Open Data Discovery Platform To Democratize Data Observability </a><a href="https://towardsdatascience.com/feature-store-as-a-foundation-for-machine-learning-d010fc6eb2f3" target="_blank" class="footer__link">Feature Store as a Foundation of Machine Learning</a></div><div class="footer__item-cont"><div class="footer__social-cont"><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform"><img src="../../assets/img/github.png" class="footer__social-logo" alt="logo github"/> </a><a target="_blank" href="https://go.opendatadiscovery.org/slack"><img src="../../assets/img/slack.png" class="footer__social-logo" alt="logo slack"/> </a><a target="_blank" href="https://www.linkedin.com/company/opendatadiscovery/"><img src="../../assets/img/linkedin-logo.svg" class="footer__social-logo" alt="logo linkedin"/> </a><a 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-      })(window, document, 'script', 'dataLayer', 'GTM-WP44BZT')</script><link href="/assets/css/policy.2f248398eaa41d7b17c4.css" rel="stylesheet"></head><body><header class="header"><div class="header__logo-cont"><a href="/"><img class="header__logo" src="../../assets/img/logo.png" alt="logo"/></a></div><div class="header__buttons"><a target="_blank" href="https://go.opendatadiscovery.org/slack"><button class="header__buttons_slack button">Slack</button> </a><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform"><button class="header__buttons_github button">GitHub</button> </a><a target="_blank" href="https://medium.com/opendatadiscovery/"><button class="header__buttons_docs button">Blog</button> </a><a target="_blank" href="https://docs.opendatadiscovery.org/"><button class="header__buttons_docs button">Docs</button> </a><a target="_blank" href="https://demo.oddp.io/"><button class="header__buttons_docs button">Demo</button> </a><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform/blob/main/docker/README.md"><button class="header__buttons_start button">Get started</button></a></div></header><div class="container"><div class="column-wrapper align_left"><h2 class="title__h2">Privacy Policy</h2><i class="last_updated">Last updated: 4th of May 2023</i><p>This Privacy Policy describes how OpenDataDiscovery collects, uses, and discloses your personal information when you visit or use our website <a href="https://opendatadiscovery.org/" target="_blank">opendatadiscovery.org</a> (the "Website"). By using our Website, you agree to the collection and use of information in accordance with this Privacy Policy.</p><div><h3 class="title__h3 policy_title">What information do we collect?</h3><div class="policy_content">We collect personal information that you voluntarily provide to us when you use our Website or contact us through various channels, such as:</div><ul class="policy_content policy_content_list"><li class="policy_content_list_item">Name</li><li class="policy_content_list_item">Email address</li><li class="policy_content_list_item">Company name</li><li class="policy_content_list_item">Job title</li><li class="policy_content_list_item">Any other personal information you choose to provide</li></ul><div class="policy_content">We also automatically collect certain non-personal information when you use our Website, such as:</div><ul class="policy_content policy_content_list"><li class="policy_content_list_item">IP address</li><li class="policy_content_list_item">Browser type and version</li><li class="policy_content_list_item">Operating system</li><li class="policy_content_list_item">Pages viewed and time spent on our Website</li><li class="policy_content_list_item">Referring website or source</li></ul></div><div><h3 class="title__h3 policy_title">How do we use your information?</h3><div class="policy_content">We use your personal information for various purposes, including:</div><ul class="policy_content policy_content_list"><li class="policy_content_list_item">To provide and improve our Website and services</li><li class="policy_content_list_item">To respond to your inquiries and requests for support</li><li class="policy_content_list_item">To communicate with you about our products, services, and events</li><li class="policy_content_list_item">To monitor and analyze usage and trends of our Website</li><li class="policy_content_list_item">To maintain the security and integrity of our Website</li><li class="policy_content_list_item">To comply with legal obligations and protect our rights</li></ul></div><div><h3 class="title__h3 policy_title">How do we share your information?</h3><div class="policy_content">We may share your personal information with third-party service providers who assist us in operating our Website and providing our services, such as:</div><ul class="policy_content policy_content_list"><li class="policy_content_list_item">Website hosting and content delivery providers</li><li class="policy_content_list_item">Analytics and marketing service providers</li><li class="policy_content_list_item">Customer support and communication tools providers</li></ul><div class="policy_content">We require these third parties to maintain the confidentiality and security of your personal information and to use it only for the purposes for which it was provided to them.</div><div class="policy_content">We may also disclose your personal information if required by law or in response to a court order, subpoena, or similar legal process, or if we believe that such disclosure is necessary to protect our rights or the rights of others.</div></div><div><h3 class="title__h3 policy_title">How do we protect your information?</h3><div class="policy_content">We take the security of your personal information seriously and use appropriate technical and organizational measures to protect it from unauthorized access, disclosure, alteration, or destruction. However, please note that no method of electronic transmission or storage is 100% secure, and we cannot guarantee the absolute security of your personal information.</div></div><div><h3 class="title__h3 policy_title">International data transfers</h3><div class="policy_content">Your personal information may be transferred to and processed in countries other than your country of residence. These countries may have data protection laws that are different from the laws of your country. We take appropriate measures to ensure that your personal information is treated securely and in accordance with this Privacy Policy and applicable data protection laws.</div></div><div><h3 class="title__h3 policy_title">How long do we retain your information?</h3><div class="policy_content">We retain your personal information for as long as necessary to fulfill the purposes for which it was collected, to comply with our legal obligations, and to enforce our agreements. The retention period may vary depending on the type of information and the specific purposes for which it was collected.</div></div><div><h3 class="title__h3 policy_title">Your rights and choices</h3><div class="policy_content">Depending on your country of residence, you may have certain rights regarding your personal information, such as:</div><ul class="policy_content policy_content_list"><li class="policy_content_list_item">The right to access, update, or delete your personal information</li><li class="policy_content_list_item">The right to object to or restrict the processing of your personal information</li><li class="policy_content_list_item">The right to withdraw your consent to the processing of your personal information, if applicable</li><li class="policy_content_list_item">The right to lodge a complaint with a supervisory authority</li></ul><div class="policy_content">To exercise any of these rights, please contact us using the contact information provided below.</div></div><div><h3 class="title__h3 policy_title">Changes to our Privacy Policy</h3><div class="policy_content">We may update our Privacy Policy from time to time. If we make any changes, we will notify you by revising the "Last updated" date at the top of this policy. Your continued use of our Website constitutes your acceptance of the updated Privacy Policy.</div></div><div><h3 class="title__h3 policy_title">Contact us</h3><div class="policy_content">If you have any questions or concerns regarding this Privacy Policy or our handling of your personal information, please contact us at:</div><div class="policy_content"><a href="mailto:support@opendatadiscovery.org">support@opendatadiscovery.org</a></div><div class="policy_content">We will make every effort to address your concerns and resolve any issues you may have with our privacy practices.</div></div></div></div><footer class="footer"><div class="footer__logo-cont"><img src="../../assets/img/logo_footer.png" class="footer__logo" alt="ODD logo"/> <a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button">Schedule call</a></div><div class="footer__item-cont"><div class="footer__cont-title">Product</div><a href="#aboutODD" class="footer__link">What is ODD Platform?</a> <a href="#federated" class="footer__link">Federated Data Catalog</a> <a href="#ingestion" class="footer__link">Ingestion-to-product lineage</a> <a href="#quality" class="footer__link">Integrated Data quality assurance</a> <a href="#collaboration" class="footer__link">Seamless collaboration</a></div><div class="footer__item-cont"><div class="footer__cont-title">Press</div><a target="_blank" href="https://towardsdatascience.com/the-missing-piece-of-data-discovery-and-observability-platforms-open-standard-for-metadata-37dac2d0503" class="footer__link">The Missing Piece of Data Discovery and Observability Platforms: Open Standard for Metadata </a><a href="" class="footer__link">Open Data Discovery Specification: A Universal Standard for Metadata Collection </a><a target="_blank" href="https://thesequence.substack.com/p/osin" class="footer__link">Interview With German Osin: About Data Discovery and Observability in ML Solutions </a><a href="" class="footer__link">Provectus Releases Open Data Discovery Platform To Democratize Data Observability </a><a href="https://towardsdatascience.com/feature-store-as-a-foundation-for-machine-learning-d010fc6eb2f3" target="_blank" class="footer__link">Feature Store as a Foundation of Machine Learning</a></div><div class="footer__item-cont"><div class="footer__social-cont"><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform"><img src="../../assets/img/github.png" class="footer__social-logo" alt="logo github"/> </a><a target="_blank" href="https://go.opendatadiscovery.org/slack"><img src="../../assets/img/slack.png" class="footer__social-logo" alt="logo slack"/> </a><a target="_blank" href="https://www.youtube.com/channel/UCg95yGSnMv33bOFPQXbWoGA"><img src="../../assets/img/YouTube-Icon.png" class="footer__social-logo footer__social-logo-youtube" alt="logo youtube"/></a></div></div><script>document.addEventListener('click', function (e) {
+      })(window, document, 'script', 'dataLayer', 'GTM-WP44BZT')</script><link href="/assets/css/policy.cb168de457929242d4fe.css" rel="stylesheet"></head><body><header class="header"><div class="header__logo-cont"><a href="/"><img class="header__logo" src="../../assets/img/logo.png" alt="logo"/></a></div><div class="header__buttons"><a target="_blank" href="https://go.opendatadiscovery.org/slack"><button class="header__buttons_slack button">Slack</button> </a><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform"><button class="header__buttons_github button">GitHub</button> </a><a target="_blank" href="https://medium.com/opendatadiscovery/"><button class="header__buttons_docs button">Blog</button> </a><a target="_blank" href="https://docs.opendatadiscovery.org/"><button class="header__buttons_docs button">Docs</button> </a><a target="_blank" href="https://demo.oddp.io/"><button class="header__buttons_docs button">Demo</button> </a><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform/blob/main/docker/README.md"><button class="header__buttons_start button">Get started</button></a></div></header><div class="container"><div class="column-wrapper align_left"><h2 class="title__h2">Privacy Policy</h2><i class="last_updated">Last updated: 4th of May 2023</i><p>This Privacy Policy describes how OpenDataDiscovery collects, uses, and discloses your personal information when you visit or use our website <a href="https://opendatadiscovery.org/" target="_blank">opendatadiscovery.org</a> (the "Website"). By using our Website, you agree to the collection and use of information in accordance with this Privacy Policy.</p><div><h3 class="title__h3 policy_title">What information do we collect?</h3><div class="policy_content">We collect personal information that you voluntarily provide to us when you use our Website or contact us through various channels, such as:</div><ul class="policy_content policy_content_list"><li class="policy_content_list_item">Name</li><li class="policy_content_list_item">Email address</li><li class="policy_content_list_item">Company name</li><li class="policy_content_list_item">Job title</li><li class="policy_content_list_item">Any other personal information you choose to provide</li></ul><div class="policy_content">We also automatically collect certain non-personal information when you use our Website, such as:</div><ul class="policy_content policy_content_list"><li class="policy_content_list_item">IP address</li><li class="policy_content_list_item">Browser type and version</li><li class="policy_content_list_item">Operating system</li><li class="policy_content_list_item">Pages viewed and time spent on our Website</li><li class="policy_content_list_item">Referring website or source</li></ul></div><div><h3 class="title__h3 policy_title">How do we use your information?</h3><div class="policy_content">We use your personal information for various purposes, including:</div><ul class="policy_content policy_content_list"><li class="policy_content_list_item">To provide and improve our Website and services</li><li class="policy_content_list_item">To respond to your inquiries and requests for support</li><li class="policy_content_list_item">To communicate with you about our products, services, and events</li><li class="policy_content_list_item">To monitor and analyze usage and trends of our Website</li><li class="policy_content_list_item">To maintain the security and integrity of our Website</li><li class="policy_content_list_item">To comply with legal obligations and protect our rights</li></ul></div><div><h3 class="title__h3 policy_title">How do we share your information?</h3><div class="policy_content">We may share your personal information with third-party service providers who assist us in operating our Website and providing our services, such as:</div><ul class="policy_content policy_content_list"><li class="policy_content_list_item">Website hosting and content delivery providers</li><li class="policy_content_list_item">Analytics and marketing service providers</li><li class="policy_content_list_item">Customer support and communication tools providers</li></ul><div class="policy_content">We require these third parties to maintain the confidentiality and security of your personal information and to use it only for the purposes for which it was provided to them.</div><div class="policy_content">We may also disclose your personal information if required by law or in response to a court order, subpoena, or similar legal process, or if we believe that such disclosure is necessary to protect our rights or the rights of others.</div></div><div><h3 class="title__h3 policy_title">How do we protect your information?</h3><div class="policy_content">We take the security of your personal information seriously and use appropriate technical and organizational measures to protect it from unauthorized access, disclosure, alteration, or destruction. However, please note that no method of electronic transmission or storage is 100% secure, and we cannot guarantee the absolute security of your personal information.</div></div><div><h3 class="title__h3 policy_title">International data transfers</h3><div class="policy_content">Your personal information may be transferred to and processed in countries other than your country of residence. These countries may have data protection laws that are different from the laws of your country. We take appropriate measures to ensure that your personal information is treated securely and in accordance with this Privacy Policy and applicable data protection laws.</div></div><div><h3 class="title__h3 policy_title">How long do we retain your information?</h3><div class="policy_content">We retain your personal information for as long as necessary to fulfill the purposes for which it was collected, to comply with our legal obligations, and to enforce our agreements. The retention period may vary depending on the type of information and the specific purposes for which it was collected.</div></div><div><h3 class="title__h3 policy_title">Your rights and choices</h3><div class="policy_content">Depending on your country of residence, you may have certain rights regarding your personal information, such as:</div><ul class="policy_content policy_content_list"><li class="policy_content_list_item">The right to access, update, or delete your personal information</li><li class="policy_content_list_item">The right to object to or restrict the processing of your personal information</li><li class="policy_content_list_item">The right to withdraw your consent to the processing of your personal information, if applicable</li><li class="policy_content_list_item">The right to lodge a complaint with a supervisory authority</li></ul><div class="policy_content">To exercise any of these rights, please contact us using the contact information provided below.</div></div><div><h3 class="title__h3 policy_title">Changes to our Privacy Policy</h3><div class="policy_content">We may update our Privacy Policy from time to time. If we make any changes, we will notify you by revising the "Last updated" date at the top of this policy. Your continued use of our Website constitutes your acceptance of the updated Privacy Policy.</div></div><div><h3 class="title__h3 policy_title">Contact us</h3><div class="policy_content">If you have any questions or concerns regarding this Privacy Policy or our handling of your personal information, please contact us at:</div><div class="policy_content"><a href="mailto:support@opendatadiscovery.org">support@opendatadiscovery.org</a></div><div class="policy_content">We will make every effort to address your concerns and resolve any issues you may have with our privacy practices.</div></div></div></div><footer class="footer"><div class="footer__logo-cont"><img src="../../assets/img/logo_footer.png" class="footer__logo" alt="ODD logo"/> <a target="_blank" href="https://calendly.com/raman-damayeu/opendatadiscovery-demo" class="button">Schedule call</a></div><div class="footer__item-cont"><div class="footer__cont-title">Product</div><a href="#aboutODD" class="footer__link">What is ODD Platform?</a> <a href="#federated" class="footer__link">Federated Data Catalog</a> <a href="#ingestion" class="footer__link">Ingestion-to-product lineage</a> <a href="#quality" class="footer__link">Integrated Data quality assurance</a> <a href="#collaboration" class="footer__link">Seamless collaboration</a></div><div class="footer__item-cont"><div class="footer__cont-title">Press</div><a target="_blank" href="https://towardsdatascience.com/the-missing-piece-of-data-discovery-and-observability-platforms-open-standard-for-metadata-37dac2d0503" class="footer__link">The Missing Piece of Data Discovery and Observability Platforms: Open Standard for Metadata </a><a href="" class="footer__link">Open Data Discovery Specification: A Universal Standard for Metadata Collection </a><a target="_blank" href="https://thesequence.substack.com/p/osin" class="footer__link">Interview With German Osin: About Data Discovery and Observability in ML Solutions </a><a href="" class="footer__link">Provectus Releases Open Data Discovery Platform To Democratize Data Observability </a><a href="https://towardsdatascience.com/feature-store-as-a-foundation-for-machine-learning-d010fc6eb2f3" target="_blank" class="footer__link">Feature Store as a Foundation of Machine Learning</a></div><div class="footer__item-cont"><div class="footer__social-cont"><a target="_blank" href="https://github.com/opendatadiscovery/odd-platform"><img src="../../assets/img/github.png" class="footer__social-logo" alt="logo github"/> </a><a target="_blank" href="https://go.opendatadiscovery.org/slack"><img src="../../assets/img/slack.png" class="footer__social-logo" alt="logo slack"/> </a><a target="_blank" href="https://www.youtube.com/channel/UCg95yGSnMv33bOFPQXbWoGA"><img src="../../assets/img/YouTube-Icon.png" class="footer__social-logo footer__social-logo-youtube" alt="logo youtube"/></a></div></div><script>document.addEventListener('click', function (e) {
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+</svg>
diff --git a/src/assets/img/linkedin-logo.svg b/src/assets/img/linkedin-logo.svg
new file mode 100644
index 0000000..765f154
--- /dev/null
+++ b/src/assets/img/linkedin-logo.svg
@@ -0,0 +1,14 @@
+<?xml version="1.0" encoding="iso-8859-1"?>
+<!-- Uploaded to: SVG Repo, www.svgrepo.com, Generator: SVG Repo Mixer Tools -->
+<svg height="800px" width="800px" version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"
+	 viewBox="0 0 382 382" xml:space="preserve">
+<path style="fill:white;" d="M347.445,0H34.555C15.471,0,0,15.471,0,34.555v312.889C0,366.529,15.471,382,34.555,382h312.889
+	C366.529,382,382,366.529,382,347.444V34.555C382,15.471,366.529,0,347.445,0z M118.207,329.844c0,5.554-4.502,10.056-10.056,10.056
+	H65.345c-5.554,0-10.056-4.502-10.056-10.056V150.403c0-5.554,4.502-10.056,10.056-10.056h42.806
+	c5.554,0,10.056,4.502,10.056,10.056V329.844z M86.748,123.432c-22.459,0-40.666-18.207-40.666-40.666S64.289,42.1,86.748,42.1
+	s40.666,18.207,40.666,40.666S109.208,123.432,86.748,123.432z M341.91,330.654c0,5.106-4.14,9.246-9.246,9.246H286.73
+	c-5.106,0-9.246-4.14-9.246-9.246v-84.168c0-12.556,3.683-55.021-32.813-55.021c-28.309,0-34.051,29.066-35.204,42.11v97.079
+	c0,5.106-4.139,9.246-9.246,9.246h-44.426c-5.106,0-9.246-4.14-9.246-9.246V149.593c0-5.106,4.14-9.246,9.246-9.246h44.426
+	c5.106,0,9.246,4.14,9.246,9.246v15.655c10.497-15.753,26.097-27.912,59.312-27.912c73.552,0,73.131,68.716,73.131,106.472
+	L341.91,330.654L341.91,330.654z"/>
+</svg>
diff --git a/src/assets/scss/elements/12_footer.scss b/src/assets/scss/elements/12_footer.scss
index 15a1ebe..30281af 100644
--- a/src/assets/scss/elements/12_footer.scss
+++ b/src/assets/scss/elements/12_footer.scss
@@ -58,10 +58,10 @@
   }
 
   &__social-cont {
-    //margin-top: 50px;
     display: flex;
     flex-wrap: nowrap;
-    justify-content: center;
+    justify-content: space-around;
+    align-items: center;
     margin-top: $indent-min;
 
     @media screen and (min-width: $desktopWidth) {
@@ -72,14 +72,11 @@
   &__social-logo {
     width: 40px;
     height: 40px;
-    margin-right: $indent;
-    color: $background-gray;
 
-    &-youtube {
+    &--youtube {
       filter: invert(1);
       height: auto;
       width: 55px;
-      margin-right: 0;
     }
   }
 
diff --git a/src/pages/main/index.html b/src/pages/main/index.html
index b645763..648d967 100644
--- a/src/pages/main/index.html
+++ b/src/pages/main/index.html
@@ -797,6 +797,44 @@ <h3 class="press__feature-title title__h3">ODD in the Press</h3>
           The Data Maturity Pyramid: From Reporting to a Proactive Intelligent Data Platform
         </p>
       </a>
+      <a
+        href="https://provectus.com/data-governance-for-rag/"
+        target="_blank"
+        class="flex flex--space-between press__card"
+      >
+        <span>
+          <img
+            src="../../assets/img/Provectus-logo.svg"
+            alt="provectus-logo"
+          />
+          <img
+            src="../../assets/img/Provectus-black.svg"
+            alt="provectus"
+          />
+        </span>
+        <p class="text text--underline">
+          Data Governance for Retrieval-Augmented Generation (RAG)
+        </p>
+      </a>
+      <a
+        href="https://provectus.com/data-governance-practice-at-provectus/"
+        target="_blank"
+        class="flex flex--space-between press__card"
+      >
+        <span>
+          <img
+            src="../../assets/img/Provectus-logo.svg"
+            alt="provectus-logo"
+          />
+          <img
+            src="../../assets/img/Provectus-black.svg"
+            alt="provectus"
+          />
+        </span>
+        <p class="text text--underline">
+          Data Governance Practice at Provectus
+        </p>
+      </a>
     </section>
 
     <section class="container community">
@@ -991,13 +1029,23 @@ <h1 class="text text--h1 text--light">AI-First Consultancy and Solutions Provide
               alt="logo slack"
             />
           </a>
+          <a
+            target="_blank"
+            href="https://www.linkedin.com/company/opendatadiscovery/"
+          >
+            <img
+              src="../../assets/img/linkedin-logo.svg"
+              class="footer__social-logo"
+              alt="logo linkedin"
+            />
+          </a>
           <a
             target="_blank"
             href="https://www.youtube.com/channel/UCg95yGSnMv33bOFPQXbWoGA"
           >
             <img
               src="../../assets/img/YouTube-Icon.png"
-              class="footer__social-logo footer__social-logo-youtube"
+              class="footer__social-logo footer__social-logo--youtube"
               alt="logo youtube"
             />
           </a>