Morgan Stanley's AI tool reviewed 9M lines of COBOL, saved 280K hours as GPT-6.1 Sol hits 98% on migration eval

SumitGup · x · 2026-10-22

Morgan Stanley built DevGen.AI in-house on OpenAI's GPT models to translate legacy COBOL into plain-English specs. Per global tech chief Mike Pizzi, it reviewed 9 million lines of code and saved developers 280,000 hours in H1 2025.

Context: COBOL, now 67 years old, still powers 40%+ of online banking, 80% of in-person credit card transactions and 95% of ATM transactions.

OpenAI meanwhile reports GPT-6.1 Sol scores 98% on its COBOL-to-modern-language migration eval, where a rewrite only passes if every output matches the original byte for byte — one wrong rounding rule could corrupt everyone's balances.

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