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Challenge

Build an OCC Regulatory Verification Pipeline for Foreign Bank Expansion

Foreign banking giants entering US regulatory jurisdictions must verify compliance across complex OCC and Federal Reserve regulatory frameworks. Build an OpenAI Agents SDK compliance verifier that cross-references bank operational policies against OCC charters with 95% mapping precision.

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Challenge brief

What you are building

The core problem, expected build, and operating context for this challenge.

Utilize OpenAI Agents SDK function calling to systematically verify foreign bank cross-border regulatory submissions against OCC requirements.

Delivery guide

How work is evaluated

Evaluation

Evaluates regulatory compliance gap identification accuracy against expert examiner gold standards.

Datasets

Challenge datasets

Public datasets, plus the private datasets you have access to.

Evaluation rubric

How submissions are scored

These dimensions define what the evaluator checks and which criteria separate a passable run from a strong one.

Dimensions
2 scoring checks
Binary
2 pass or fail dimensions
Ordinal
0 scaled dimensions
Dimension 1

gap_detection_test

Must detect mandatory missing BSA compliance statement.

Binary check

This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.

Dimension 2

mapping_precision

Precision score of policy to regulation mapping. • target: 0.95 • range: 0.88-1

Binary check

This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.

Learning goals

What you should walk away with

  • Develop OpenAI Agents SDK verification pipelines for foreign bank entries

  • Map OCC licensing requirements against operational policies automatically

  • Detect regulatory compliance gaps in capital adequacy and AML controls

  • Generate exportable OCC approval readiness scorecards

Resources and assets

Reference links and supporting material

Dataset notes

Dataset of foreign bank OCC charter applications with injected compliance deficiencies and policy gap items.

Challenge setup

Evaluates regulatory compliance gap identification accuracy against expert examiner gold standards.

Challenge input

JSON application document payload submitted to OCC

OpenAI Agents SDK

Enables multi-turn function calling for regulatory checking.

Evaluated output

JSON analysis report detailing gap items, policy matches, and approval readiness

Evaluation checks
  • Must detect mandatory missing BSA compliance statement.
  • Precision score of policy to regulation mapping. • target: 0.95 • range: 0.88-1
Configured evaluation evidence
  • Benchmark: Banking Regulation Suite
  • Mapping Precision target: 0.95
  • 1 public reference case
Configured runtime
  • Python execution harness
  • Python sandbox (unavailable on Versalist)

Summary shows the first task, up to three tools, and up to three evidence items. Open the technical recipe to view all configured items.

View technical recipe

Configured tools

Action Space
  • OpenAI · Required
  • Azure OpenAI Service · Optional
  • OpenAI o3 · Optional

Evaluation contract

  • gap_detection_test · Weight 1
  • mapping_precision · Weight 1

Metrics

  • mapping_precision · Target 0.95

Benchmarks

  • Banking Regulation Suite
  • security

Reference cases

  • 1 public reference case

Workflow tasks

  1. Task 1

    Input: JSON application document payload submitted to OCC

    Output: JSON analysis report detailing gap items, policy matches, and approval readiness

    Execution harness: Python

Evaluation tools

  • OpenAI Agents SDK · Agent System

Recipe freeze marker

No recipe freeze time is recorded.

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