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Agent Audit

Know how good your AI agent really is.

The Agent Audit grades your agent on real test scenarios, finds where it breaks, and tells you what to fix first. Fixed scope, time-boxed.

Book an Agent Audit call

The problem

Your AI went live. Nobody can say how good it is.

Most agents ship without quality gates. The audit puts them in.

  • Quality is guesswork: no scorecards, no benchmarks
  • Errors reach users and trust drops
  • High development cost for underwhelming output
  • ROI too small to justify scaling

How it works

Five steps, from intake to readout.

  1. 01

    Intake

    What the agent should do, who uses it, and what a failure costs. We set the accuracy bar for your domain.

  2. 02

    Test set

    Real cases from your logs plus hard edge cases, with expected answers confirmed by your domain experts.

  3. 03

    Scoring

    Every scenario is graded on the quality dimensions below.

  4. 04

    Bottlenecks

    Each failure is traced to its cause: data and retrieval, prompt, model, tool integration, or workflow and human review.

  5. 05

    ROI and readout

    Time saved is costed against gross salary, then we run a workshop with your team.

What you get

What you have at the end.

  • A scorecard with a traffic light per quality dimension
  • A failure map by layer, so you know where to fix
  • A fix list ranked by impact and effort
  • An ROI estimate per agent: scale it, fix it, or stop it
  • Proposed quality gates with thresholds for every release
  • A 30/60/90 day roadmap
  • A readout workshop with your team

Quality dimensions

What we grade.

Each test scenario is scored on these dimensions. The result is the traffic light per dimension on your scorecard.

  • Correctness

    The answer is right for the task.

  • Made-up facts

    Claims are backed by the sources the agent was given (groundedness).

  • Completeness

    Nothing the task needs is missing.

  • Consistency across runs

    The same case gets the same answer, run after run.

  • Guardrails and safety

    The agent stays inside its limits and handles misuse.

  • Speed and cost per task

    Each task finishes fast enough, at a cost that works.

ROI

How we cost it.

One hour saved per person per day is worth 12.5% of gross salary, based on 220 working days of 8 hours. We cost every agent the same way, so you can compare them and decide which ones to scale.

One hour saved per person per day is worth about $10,600 a year at a salary of $85,000.

See what the first year can return →

After the audit

What happens next.

The report becomes your roadmap. We can build the fixes and keep monitoring after go-live, or you take it from there. Workshops with your team are available if you want your people to own the result.

Why us

Done for many companies already.

We have done this for many companies already. Across our work:

30K+
people directly reached
1.5M+
hours saved
€60M+
in manual work value freed
See the case studies →How we handle security and compliance →

Questions

What people ask before the audit.

Find out how good your agent is.

Book an Agent Audit call