COEUS
Use-case library

AI use cases worth stealing.

Curated across nine industries, scored on value, effort and data readiness. Upvote the ones you’d want at your company.

A grounded assistant monitors regulator publications and consultation papers, summarises what changed and maps each change to affected policies and controls. Compliance officers start from a gap analysis rather than a 200-page PDF.

Banking & Financial ServiceslegalGenAIrisk: medium
Value
Effort
Data

Incoming complaints are classified by product, severity and regulatory relevance, then routed with a suggested resolution path. Regulated deadlines stop slipping through, and recurring root causes surface in weekly clusters for product teams.

Banking & Financial ServicescustomerNLPrisk: low
Value
Effort
Data

A generative copilot assembles first-draft credit memos from financial spreads, covenant history and sector outlooks, with every figure linked to its source. Relationship managers spend their time on judgement calls, and committee papers arrive consistent.

Banking & Financial ServicesriskGenAIrisk: medium
Value
Effort
Data

NLP pipelines read passports, registry extracts and ownership documents, extract entities and pre-fill the KYC file with source citations. Onboarding of corporate clients drops from weeks to days and analysts verify instead of retype.

Banking & Financial ServicesamlNLPrisk: medium
Value
Effort
Data

Real-time models score card and transfer transactions against behavioural baselines, device signals and known fraud patterns. False-positive declines fall while genuine fraud is blocked in-flight, and analysts review ranked queues instead of raw alerts.

Banking & Financial ServicesamlMLrisk: high
Value
Effort
Data