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System Design for AI in Production / 24

Design an AI-powered legal document review system (contracts, clauses, risks).

Legal review is high-stakes and precision-critical: a missed clause or hallucinated citation has real consequences, and lawyers have been sanctioned for fabricated cites. The signal is grounding in the actual documents, citing exact passages, and lawyer-in-the-loop. Here is the design.

Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.

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