Progressive Autonomy Architecture

An open, vendor-neutral standard for autonomy that is earned, scoped, and reversible.

Services

Help applying PAA in production systems

PAA is free to read, build on, and adopt without anyone's involvement. This page is for teams who would rather not do that part alone.

Start with the smallest engagement that fits the problem. Each offer is scoped to assessment, design, or implementation so the boundary stays explicit.

Assessment, design, implementation

Assessment

Autonomy Readiness Audit

A structured read on whether a workflow is ready for progressive autonomy, where the boundaries are visible, and what still needs to be instrumented.

  • Task and boundary inventory for the candidate workflow.
  • Evaluator gap analysis with logging and escalation requirements.
  • A staged recommendation for what should move first and what should stay manual.

Design

Evaluator Design Sprint

A short design engagement for teams that know the workflow but need a credible evaluator before they can trust automation.

  • Evaluator definition, signals, and decision criteria.
  • Promotion and demotion rules tied to concrete evidence.
  • A test plan that fits the team’s real review cadence.

Implementation

PAA Reference Implementation

A reference implementation for teams that are ready to ship a selected workflow with the evaluator, evidence log, and reversible movement already in place.

  • Working implementation pattern for the scoped boundary.
  • Evidence logging and review hooks for downstream operators.
  • Handoff notes that preserve the vendor-neutral architecture.

Contact

Share the workflow you want to adapt

A short note is enough.