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Benchmark methodology

AI Agent QA Benchmark

Transparent methodology for measuring governed agent fleets. Results published as available, framework pages labeled clearly when data is in progress. This page documents methodology; results are published when available.

Methodology

What is measured

End-to-end task success rate for governed testing fleets across representative enterprise applications: scenario discovery, test execution, evidence capture, and pass/fail adjudication.

Why it matters

Buyers need comparable signal on whether agent fleets validate real workflows, not demo scripts, in conditions similar to production CI.

Methodology

We publish scenario definitions, environment baselines, fleet configuration, and scoring rubrics before results. Each run uses fixed seeds, pinned agent versions, and independent replay of evidence artifacts. Scores report pass rate, flake rate, and time-to-evidence.

Limitations

Results reflect published scenarios only; your architecture may differ. Until a benchmark run is complete, this page describes the framework only, no performance claims.

Next step

Request benchmark briefing

Transparent methodology for measuring governed agent fleets. Results published as available, framework pages labeled clearly when data is in progress.

01The operational surface

One surface for posture, operations, and what needs attention next.

The Zof home is not a marketing dashboard. It is the operational surface engineering, QA, and SRE teams use every day, quality posture, in-flight runs, coverage by module, and the actions a leader should look at next.

OPERATIONAL KPIs

  • Runs
  • Coverage
  • Risk

Live across every environment you ship to.

WORK SPINE

  • Specs
  • Tests
  • Schedules

From specification to scheduled regression.

GUARDRAILS

  • RBAC
  • SSO
  • audit

Every action attributable to a named human.

STAGING · LIVE/home
Zof AI home command center showing 12 runs at 94% pass, 3 open critical issues, 84% coverage, four module traceability bars, the specification pipeline, upcoming schedules, and recommended next actions with an active-runs sidebar.
Home view · Checkout Service · Staging · captured live from the product.
  • 01 · RUNS · 24H

    94% pass

    12 runs across staging

  • 02 · COVERAGE

    84%

    Across four modules

  • 03 · ACTIVE RUNS

    3 running

    Live on this branch

  • 04 · NEXT ACTIONS

    Recommended

    Triage gaps, new spec

AI Agent QA Benchmark | Zof AI