Workflow and agent inventory
Every agent, assistant and automated flow in scope, mapped against the workflows they were bought to serve: what each one does, who owns it, what systems it touches.
Approved partner · Anthropic & OpenAI
AI Agent Auditand Benchmark.
Fixed fee, quoted on application
Deliverable: a ranked remediation plan
S.01 · Who It Is For
A pilot is not a deployment.
The Agent Audit is Nugawi's fixed-fee audit and benchmark for companies whose AI agents are stuck in pilots or underperforming in production. We inventory what you actually run, benchmark it against the outcomes that matter, name the risk and governance gaps, and rank what to do about it by return. It is built for teams that need a decision, not another study.
What is the Agent Audit?
A fixed-fee audit and benchmark of your AI agents in their real workflows, ending in a remediation plan ranked by ROI. Yours to execute with anyone.
Most teams we meet recognise three or more of these.
- 01
The demo works, but the workflow it was meant to replace still runs by hand.
- 02
Agents sit in a pilot with no evaluation, no owner and no path to production.
- 03
Someone re-checks every output, so the hours saved never arrive.
- 04
Tools and models moved on, and nobody re-tuned the workflows running on top of them.
- 05
The business case that justified the project no longer computes.
- 06
Nobody can say what the agents cost, or what they return.
S.02 · What the Audit Covers
Four questions, answered with evidence.
Performance vs the outcomes that matter
Accuracy, cycle time and cost per transaction, measured against the outcomes the workflow exists to deliver, with evaluation runs as evidence rather than opinions.
Risk and governance gaps
Access, data handling, audit trails, failure modes and the controls that production requires, mapped against where you actually stand today.
ROI-ranked remediation roadmap
Every fix, upgrade and retirement ranked by modelled return and sequenced: what to retire, what to repair, what to take to production, in what order.
S.03 · Outcomes
A ranked plan, not a report.
You leave with an inventory you can defend, a benchmark measured against the outcomes that matter, the risk and governance gaps named, and a remediation plan ranked by return that you can hand to anyone. If you want the build, the audit opens the same delivery path as the Discovery Sprint: a scoped 90-day production build, quoted before you commit. The audit itself is a fixed fee, quoted on application, and the plan is yours whichever way you go.