Use case accelerators

Decision accelerators, ready to make your own

Prebuilt knowledge graphs are engineered from public regulation, policy and research and adversarially red-teamed and tested. Download one, run its evals, query it over MCP, then pivot it to your own policy and take ownership.

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Banking

Financial Services

Insurance

Tax & Audit

Healthcare

23+

accelerators

more coming

The catalogue

Every accelerator, organised by sector

Filter by sector or search the catalogue. Each accelerator is a comprehensively built starting point ready for you to customise.

12 accelerators

Banking

KYC / CDD Risk Rating & Perpetual KYC

Determine customer risk ratings at onboarding and in life, set the right due diligence level and trigger perpetual KYC reviews with a fully reasoned audit trail.

In build

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Banking

UK Transaction Monitoring Alert Adjudication

Adjudicate transaction monitoring alerts, clearing false positives, escalating true risk and producing a regulator-ready rationale for every alert.

In testing

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Banking

Sanctions Screening Alert Adjudication

Adjudicate sanctions screening alerts against list data and customer context, with a defensible rationale for every match and non-match.

In build

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Banking · PSR

APP Fraud Reimbursement Decisioning

Decide APP fraud reimbursement claims under the PSR mandatory regime, applying the consumer standard of caution, vulnerability overrides and liability splits with a FOS-ready rationale.

In build

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Banking · NYDFS 504

US BSA/AML & OFAC Adjudication

Adjudicate BSA/AML alerts, CDD risk ratings and OFAC dispositions against NYDFS Part 504, with a reasoning record a certifying officer can stand behind.

In build

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Banking · MCOB 11

UK Mortgage Underwriting & Affordability

Decide mortgage applications end to end under MCOB 11, from stressed affordability to credit history and property policy, with a full rationale for every approve, refer or decline.

In testing

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Banking · ECOA / Reg B

Adverse Action & Fair Lending Explainability

Generate legally specific adverse action reasons under ECOA and Regulation B, converting model-driven credit decisions into the principal-reason narratives the CFPB demands.

In build

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Banking · UCP 600

Trade Finance Documentary Compliance

Examine documents presented under letters of credit for UCP 600 and ISBP compliance, identifying discrepancies and constructing compliant refusal notices with a defensible rationale.

In build

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Financial Services · PS25/22

FCA Targeted Support (PS25/22)

Operate the targeted support decision chain, from segment qualification and the better-position test to suggestion selection, with Consumer Duty evidence for every interaction.

In testing

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Financial Services · COBS 9A

Retail Investment Suitability & Consumer Duty

Assess whether a personal recommendation is suitable under COBS 9A and the Consumer Duty, returning a file-ready rationale for every client outcome.

In build

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Financial Services · Redress

Regulatory Redress Scheme Adjudication

Adjudicate consumer redress claims under FCA-style industry schemes, from eligibility and unfairness assessment to loss calculation, with consistent, evidenced outcomes at population scale.

In build

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Payments · Digital Assets

GENIUS Act Stablecoin Compliance

Evaluate stablecoin transactions and relationships for GENIUS Act compliance, from permitted issuer status to sanctions exposure and Travel Rule sufficiency, with a regulator-ready rationale.

In testing

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Don’t see your use case?

Build it yourself in hours, or tell us and we’ll build it with you.

Build yourself

Use the Rainbird Claude Skill or our Knowledge Engineering Workbench to build and live test your own knowledge graphs with your experts signing off.

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Request an accelerator

Bring us your use case and we’ll work with you to scope and build your knowledge graph complete with live tests ready for customisation.

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Accelerators

Decision automation for regulated work

See a knowledge graph reason live, in your sector, on your questions.

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