Source record

Published by martinfowler.com (Exploring Gen AI series, incl. Böckeler) (T1 source). The original is at https://martinfowler.com/articles/making-data-ready-for-agentic-ai.html.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Argues that autonomous agents lack the context and judgment human analysts bring, so data systems need rethinking. Proposes four layers: trusted data foundation, context layer, semantic meaning, access layer controlling agent operations, plus continuous observability and auditability for governance.

Frames data readiness as a prerequisite for agentic systems, not an afterthought. The layered model and the 'agents act confidently on whatever they're handed' point give teams a concrete checklist.

Cited by

No citations on record.