Govern your AI agents
before they govern you.

CountABILITY AI gives engineering leaders full auditability, policy enforcement, and compliance controls across every agent in your stack — without slowing down your teams.

01 / 03 — Governed Build Pipeline

Product owners write the spec.
CountABILITY proves the agent followed it.

CountABILITY's Agentic Compliance-Driven Development (ACDD) pipeline connects product owner specifications directly to agent execution. Every requirement becomes a governed prompt handoff — and when the build closes, CountABILITY scores delivery against your original acceptance criteria, giving you verifiable proof the agent built exactly what it was asked to build.

02 / 03 — Tamper-Evident Audit Chain

Every build scored, chained,
and ready before the auditor asks.

Every governed build is scored across 7 quality dimensions — spec fidelity, security posture, test coverage, token burn, and more — as a direct output of the ACDD prompt chain. Every session, tool call, and commit is written to a SHA-256 hash chain: immutable, tamper-evident, and exportable. Security scans, validation gates, and requirement traces are attached as first-class evidence — ready before the auditor asks.

03 / 03 — Pre-Execution Guardrails

Structural enforcement,
not behavioral hope.

OS-level enforcement hooks intercept every agent action before it executes. Define what agents can and cannot do in a single behaviors.yaml — CountABILITY enforces it at the OS layer, across every platform, with no agent cooperation required. Setup is a single command. Works out of the box across every MCP-compatible agent tool.

Explore all features →

MCP-compatible platforms

Git-Native

Zero new infrastructure

Patent

Pending · USPTO #63/989,997

Process

Up and running in hours,
not months

No rip-and-replace. CountABILITY AI wraps your existing agent infrastructure.

Install with one command

countability init detects your platform and wires every OS-level enforcement hook automatically. Works on Claude Code, Cursor, Windsurf, Augment, and Rovo Dev. No new infrastructure. No proxy service. No vendor lock-in.

Define your policies in YAML

One behaviors.yaml file governs what every agent in your stack can and cannot do — file writes, shell commands, database operations, external API calls. Human-readable, version-controlled alongside your code, enforced at the OS layer before any agent action executes.

Every build writes its own proof

Run the ACDD pipeline. Every session, tool call, and commit is written to a SHA-256 audit chain in real time. When the build closes, CountABILITY scores it across 7 dimensions and exports the full evidence package — automatically, without manual evidence collection.

Govern your AI agents before they govern you.

Product owners write the spec.CountABILITY proves the agent followed it.

Every build scored, chained,and ready before the auditor asks.

Structural enforcement,not behavioral hope.

Up and running in hours,not months