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jgeluk committed Feb 15, 2022
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21 changes: 21 additions & 0 deletions docs/use-case/client-360/index.md
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# Client 360

## Summary

The arch-use case is "Client 360".

Every large enterprise struggles with this, often for decades trying to create one
holistic view of their business with their customers, across lines of business, globally.

This is one of the core use cases where the EKG can shine and can really
add value and is the technology that can actually deliver a solution for this use case.

### Know Your Customer (KYC)

{%
include-markdown "know-your-customer/high-net-worth-individuals.md"
heading-offset=1
%}

{%
include-markdown "know-your-customer/gdpr.md"
heading-offset=1
%}
5 changes: 5 additions & 0 deletions docs/use-case/client-360/know-your-customer/.pages.yaml
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title: Know Your Customer
nav:
- GDPR: gdpr.md
- HNW Individuals: high-net-worth-individuals.md
- ...
28 changes: 28 additions & 0 deletions docs/use-case/client-360/know-your-customer/gdpr.md
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### GDPR

By creating a holistic view of the data within the organization and
leveraging both internally and externally available data (such as
directors, shareholders, sanctions and adverse lists) the EKG can create
a holistic view and analyse current and potential clients.
This enables the identification of direct and indirect (i.e. beneficial
ownership structures) risk factors.

- Tracking and tracing all activities and all facts around the end to end
life cycle of a customer, starting as a lead or prospect and bringing
that all together in one logical (but not physical) place would provide
tremendous value in many different ways.
- It would make any organization compliant with GDPR for instance.
(Btw GDPR compliance might be worth a chapter in itself or should be
in the title of this use case).
- Tying not only CRM systems to the EKG but also all their transactions,
again logically, not physically, all emails, documents, phone calls,
time registration, contracts, invoices, budgets, costs, projects,
SLAs, issues, tickets, market data, competitive analysis,
interest graphs, pattern detection, ML and AI and so forth.
- Last but not least: it allows for “discovery” of anything around a
customer, enabling your colleagues to learn about the customer and
gain understanding or even knowledge, overseeing it all,
seeing the customer and all their subsidiaries and global operations
for instance as one whole with infinite drill down capability.
And that knowledge can not only be provided to humans but also to
AIs by the way.
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### High Net Worth Individuals

This is especially the case in regard to High Net Worth (HNW) individuals.
A large number of organizations monitor the transactions of HNW individuals
in a separate complementary process along with a more formal annual KYC review.
These traditional monitoring systems really struggle to handle the lifestyles
of the new rich and produce meaningful warning or reports that can be used to
assess customer behavior.
With top end handbags often costing in excess of £20,000 the alerts
holistically triggered run the risk of simply creating noise rather
than information.

A traditional transaction monitoring platform does not provide any context to
customer behavior.
Has the customer’s behaviour profile changed since the last review?
Simply looking at income and outgoings for a customer is not enough it
maybe exactly as the customer has said (say $4MM income $3.8MM expenditure)
--- so is an alert for a $20,000 handbag what KYC should really be
looking for?

What the organization really needs to do is to look at the sources of the
income; the countries, investments, companies of familial links.
The nature of the expenditure.
The nature of the expenditure also need to
be what has been brought, where and how? The nature of these transactions need to be reviewed holistically, perhaps a customer bought a company in a previous year and then continues funnelling money to this investment.
It is only through using a holistic view that you can get analysis data to give you the context to knowing something different has happened in regard to entities and individuals concerned.

A holistic view enables you to connect these counter parties to see if these financial interactions make sense.
The ability to monitor activity in context of a holistic view enables the organization to have valuable insights on what these individuals are doing.
This information can in turn be used to more effectively assess an individual for \glsxtrshort{aml} issues and risk.
This is an important lower level analysis task that knowledge graph excels at because as most large scale money laundering tends to involve networks of individuals and organizations with a controlling force.
The EKG enables the easier identification of all networks (bank accounts, transactions and customers) which in turn allows for swift analysis of alerts.
A cluster of automatic alerts all in a given network identified by the \glsxtrshort{ekg} can be swifty escalated for review (this is detailed further in the use case \usecaseref{uc:aml}).
4 changes: 4 additions & 0 deletions docs/use-case/client-360/know-your-customer/index.md
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# Know Your Customer

- [High Net Worth Individuals](high-net-worth-individuals.md)
- [GDPR](gdpr.md)
2 changes: 1 addition & 1 deletion mkdocs.yml
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Expand Up @@ -19,7 +19,7 @@ theme:
text: Roboto
code: Roboto Mono
icon:
logo: ekgf-logo-reversed
logo: ekgf-logo-symbol
repo: fontawesome/brands/github
palette:
- media: "(prefers-color-scheme: light)"
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