AI = Model + Harness
This whitepaper introduces the AI harness, providing clear explanations of the system that surrounds a model and examining why it, not the model, now decides production reliability. It outlines practical strategies for governing, verifying, and scaling agents, highlights the architectural and ownership challenges enterprises face, offers a maturity model and a ninety-day path, and presents our perspective on where harness investment endures.
Model capability is scaling faster than the controls around it. Organizations that build the harness before they scale will reach production reliably, the rest will rebuild under audit pressure.
Sajal Saxena
Why Read Our Book
- Get a clear, enterprise-grounded explanation of why stronger models alone stop improving outcomes once agents reach production volume.
- Understand exactly how to govern, secure, and scale agents using identity, policy, and evidence layers designed for enterprise audit.
- Walk away with a maturity model, a twelve-question self-assessment, and a ninety-day sequence that needs no platform decision.
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