“Beyond Pipelines: The New Data Operating Model for AI at Scale” is an O’Reilly Report published in collaboration with Boomi. Part Two, “From Silos to Synergy,” addresses what most AI transformation programs overlook: the organizational model, team structures, and governance frameworks that determine whether the architecture delivers transformational value or remains an expensive experiment.
Read Beyond Pipelines, Part Two to learn:
- Why the traditional split between data engineering and integration teams creates the same bottlenecks DevOps solved — and how unified data operations fixes it
- How to shift from asset-ownership models to orchestration-centric teams with shared accountability for AI agent outcomes
- Why governance-as-compliance creates workarounds that undermine AI transformation — and what governance-as-guardrail looks like in practice
This is Part Two of a two-part report. Part One: “From System Failure to System Future” covers the architectural data foundation for agentic AI at scale.
An O’Reilly Report by Adam Morton, published in collaboration with Boomi, April 2026.
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