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Examples

Ready to deploy, already run.

Every role in the library is specified to the same depth. These 22 have been run: each example carries the decision contract, the supplied evidence, the recorded outcome, evaluation checks and a human owner named in the role design. The rest are specifications without a recorded run yet.

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22 examples, recorded on synthetic, representative cases — for inspection, not claims of production fitness.

Financial Crime

Example

Sanctions disposition

Decision

Returns clear, block, or escalate after comparing the match and its identifiers.

Pattern

Decide, refer, or stop

Human owner

Unresolved or policy-sensitive matches

Example

Transaction-monitoring triage

Decision

Closes routine alerts or sends material ones into investigation with a grounded case note.

Pattern

Triage before investigation

Human owner

Material or ambiguous alerts

Example

Financial-crime investigation

Decision

Builds an evidence packet and recommends SAR, no SAR, or continued monitoring.

Pattern

Evidence-led investigation

Human owner

Filing decision and unresolved evidence

Example

SAR drafting and filing preparation

Decision

Prepares and checks a draft filing package, or records the supplied no-SAR outcome.

Pattern

Draft, check, hand off

Human owner

Approval to submit a regulatory filing

Example

Financial-crime case orchestration

Decision

Routes a case through triage, investigation, and filing specialists only as evidence warrants.

Pattern

One case owner, focused specialists

Human owner

Failed handoffs, unresolved cases, and filing accountability

Example

SAR narrative quality

Decision

Drafts and checks a narrative while treating unsupported facts as a failed evaluation.

Pattern

Draft, check, revise

Human owner

Unresolved source gaps and filing approval

Example

Transaction-monitoring tuning

Decision

Recommends a parameter change only when a reproducible backtest clears the illustrated gate.

Pattern

Test before changing operations

Human owner

Marginal results and production adoption

Compliance

Lending

Example

Credit application intake

Decision

Assembles a verified underwriting package or returns an incomplete file for resolution.

Pattern

Verify before underwriting

Human owner

Data conflicts and incomplete applications

Example

Consumer credit decisioning

Decision

Returns approve, decline, counteroffer, or refer within the illustrated credit policy.

Pattern

Policy check before decision

Human owner

Referrals, overrides, and policy exceptions

Example

Fair-lending review

Decision

Returns findings on prohibited-basis influence and unsupported inconsistency.

Pattern

Independent fair-lending review

Human owner

Findings requiring compliance judgment

Example

Adverse-action reasons

Decision

Drafts candidate decision reasons and records supplied score-disclosure fields.

Pattern

Draft, check, hand off

Human owner

Incomplete reasons or notice exceptions

Example

Consumer lending disclosures

Decision

Prepares a plain-language draft, checks it against the configured checklist, and leaves final approval accountable.

Pattern

Draft then check

Human owner

Disclosure exceptions and unresolved gaps

Example

Credit decision model review

Decision

Tests a committed decision for policy consistency, defensibility, and unsupported overrides.

Pattern

Independent second-line review

Human owner

Model-risk findings and remediation

Example

Loss-mitigation workout

Decision

Tests proposed terms against supplied policy and affordability inputs, or records an impasse for review.

Pattern

Resolution within policy

Human owner

Policy exceptions, impasse, and final agreement

Markets

Fraud

Disputes

Agent Assurance

Operations