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Data · thoughtworks.com · Monday, 3 August 2026

Combine Ontologies and LLMs to Speed Legacy Data Modernization

ThoughtWorks shows that pairing a domain ontology with an LLM lets teams surface data meaning and gaps far faster than manual analysis. The ontology injects explicit semantics, while the LLM automates schema reading and reconciliation, turning a months‑long discovery phase into a repeatable, verifiable workflow. This hybrid cuts modernization risk and accelerates delivery.

Read the source: thoughtworks.com ↗In the 3 August issue →