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Risk Assessment Workflow Design

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Linked challenge: Build an AI-Powered Regulatory Compliance Risk Agent

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Linked challenge
Build an AI-Powered Regulatory Compliance Risk Agent

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Design the core workflow for your OpenAI agent. Given a scenario and a list of relevant regulations, the agent should first use the 'legal_database_lookup' tool to gather information, then analyze the information using Claude Opus 4.1 to identify potential compliance risks, and finally propose mitigation strategies. The agent should be able to hold a multi-turn conversation to refine its understanding.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.