Data and AI for finance and wealth teams

Segmentation that tells advisers where to focus, reporting finance can sign off on, and platforms that digitise slow, paper-based processes.

ADVISER VIEW · SAMPLE AUM $84M High potentialGrowingStable 128 clients342610
IllustrativeSample data
Common challenges

What slows finance and wealth teams down

+18% LTVSegments by value · sample

Advisers lack focus

Without segmentation, advisers spread time evenly instead of where the growth is

Sales: active customersFinance: active customers312287≠ONE DEFINITION · ONE NUMBER

Numbers need sign-off

Finance can't publish what it can't reconcile to the ledger

Invoice #4821 · checkOrder change · re-keySupplier email · triage248waiting · 3 daysIllustrative

Paper-heavy processes

Trade finance and onboarding still run on documents and email

Use cases

Where we help

Client segmentation and targeting

ML segmentation on sensitive data, with tested pipelines

Lakehouse financial reporting

A single source of truth for finance, with governance

Digital trade finance

Platforms connecting corporates and banks for LCs and guarantees

Risk and compliance data

Data quality checks and lineage for regulated reporting

Our work

Relevant engagements

Services

How we deliver it

Talk to us about finance and wealth data and AI

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