The Agentic Contract

Enterprises are no longer blocked by whether agents work in pilots. They’re blocked by whether agents can be owned, reviewed, monitored, and amended in production.

This whitepaper introduces the agentic contract — the shared operating model for Heads of AI, platform leads, and GRC reviewers shipping agents quickly without losing control over risk, quality, or cost.

  • Why ticketing, GRC, IAM, and observability stacks silently fail past a few dozen agents
  • Contract anatomy: scope, decision authority, ownership, risk envelope, quality bar, cost ceiling
  • The six-stage lifecycle — and who has to show up at each gate
  • Risk classification per run, quality binding across four signals, cost ceilings with defined response
  • Where Prefactor fits: the runtime that keeps ~85% of runs silent and pages the named owner on the rest

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What’s inside

A practical operating model for moving agents from POC to production with audit-grade evidence.

01

The Reality

Why agents stall in the org, not the tech — and the survival threshold past a few dozen
02

Why Existing Models Break

Ticketing, GRC, IAM, SaaS governance, and observability — how each fails silently
03

The Agentic Contract

Scope, ownership, decision authority, risk envelope, quality bar, cost ceiling, failure behaviour
04

The Lifecycle

Six stages, five gates — who approves what, who gets paged, who owns rollback
05

Performance: Risk, Quality, Cost

Run-level classification, four-signal quality binding, cost-per-accepted-output
06

Where Prefactor Fits

The runtime control plane: ~85% silent runs, named owners paged in under 4 minutes