Services
AI audit services for agents already in production: a flat-fee, 2-week audit of cost, quality, evals and failure patterns, ranked by ROI. If you want it fixed, the fee credits toward the rescue.
The $3,500 audit is always fixed-price; the audit fee credits toward any Rescue engagement you proceed with. Rescues range $25–80K depending on scope from the audit's top-5 list. ~45% of audits convert to a Rescue within 30 days; ~60% of Rescues convert to an Agentic Product Retainer within 60 more days. Average expected lifetime value per $3,500 audit sold: ~$22K.
Read access, instrumentation, 7 days of traffic captured. Top-5 issues identified by cost or quality impact.
Build the 20–30 golden test eval suite. Write the 25-page report. Ship it.
Tackle the prioritized list. Each fix is eval-gated. Weekly demos with cost/quality dashboards.
Train your team to maintain the system. Optional conversion to Retainer.
After 12 audits this quarter, the failure modes are remarkably consistent. 95% of failing agents have no eval harness. 80% use a single expensive model for every query. 70% have no retry/fallback for API failures. 60% lose state between steps. 55% have no cost observability. The boring failures are the common failures. Most agents (~80%) are fixable, not replaceable — but the audit tells you honestly which 20% should be rebuilt instead.
Real questions from scoping calls. If yours isn't here, ask it on a free 30-minute call.
Then the audit tells you that — and you walk away with a 25-page report on what's working, what's at risk, and a baseline eval suite. About 15% of audits end in 'no rescue needed, your team has this.' That outcome is intentional. Honest scoping is the deal.
Because the work is structurally the same regardless of system size. Read traces, run cost/quality analysis, build baseline evals, write the report. Pricing it as a fixed entry tier means you can expense it without a procurement battle. At $3,500 you can expense it on a credit card and start without a procurement battle — that's deliberate.
Two things: (1) the audit fee credits toward a real Rescue engagement, so I make more money fixing than advising — which means the audit stays honest. (2) The audit ships with a usable eval harness, not just a slide deck. If you walk away after the audit, your team is measurably better off.
Yes. The audit framework is stack-agnostic. I've audited OpenAI Assistants, raw API integrations, CrewAI, and bespoke Python orchestration. The common failure modes are at the system level, not the framework level.
Usually within 5 business days of the scoping call. Audit kicks off Day 1 of the engagement; first findings shared by end of Week 1; full report delivered end of Week 2.