Field guide · Free download

The Context Supply Chain — a field guide for enterprise AI leaders

Why agents fail on context, not intelligence. Seven stages, the failure you will recognize at each, the artifacts you keep, a six-level maturity path, and a one-page brief for the people who own the budget. Written to be forwarded.

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25 pages · PDF · No data, no passwords, no sales call attached. The interview is there if you want it.

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What is inside

  • The seven stages, each with the failure you will recognize and the artifact you keep
  • The three incident classes, and which stage owns each
  • A reference architecture: where a governed model sits, and what never crosses the boundary
  • Where the structural map of your business should come from — and the two places it should not
  • The L0 to L5 maturity scale, applied per stage, with the binding constraint named
  • A one-page brief written to be forwarded to whoever owns the budget

Who it is for

  • Data platform and architecture leads whose agents are in production and failing unevenly
  • AI/ML program owners deciding where the next quarter goes
  • Executives being asked to approve a bigger model when the failures are upstream of it
  • Procurement, who needs to know what is actually being bought

What it is not

  • No performance percentages. We publish measured results from our own operations, and this guide states none of them as yours.
  • No framework you have to buy. The stages are a map; the artifacts are the work, and you keep them.
  • No sales call attached. The interview is on the site if you want it.

Already read it? The first step is the same either way — a thirty-minute interview that ends in a map of your schema landscape, yours whether or not you go further.