Your AI pilot works in the demo. We make it survive production.
95% of AI pilots never deliver measurable ROI — not because the model is wrong, but because of missing evals, weak retrieval and zero observability. In 1–2 weeks we find exactly what's blocking yours and hand you a fixed plan to ship it.
$8,000–$15,000 · 1–2 weeks · fee credited 100% to your build
Why pilots die before production
If any of these sound familiar, that is what we fix:
- The demo dazzles, but on real data the agent hallucinates or breaks.
- Nobody defined what 'correct' means — there are no evals, so you can't tell if it's getting better or worse.
- Retrieval is naive: wrong chunks, no re-ranking, stale data.
- No observability — when it fails in front of a customer, you can't see why.
- No guardrails, no human oversight, no path to sign-off from legal or security.
What you get
AI system & use-case map
An inventory of what you've built and where the real business value — and risk — sits.
Root-cause diagnosis
Exactly why your pilot stalls — retrieval, evals, architecture, data or ops — with evidence, not opinions.
Initial eval baseline
A working evaluation suite that defines 'correct' and measures your system today, so progress becomes visible.
90-day remediation roadmap
A prioritized plan to production with effort and cost estimates — the exact scope of the build, if you choose to do it.
Live readout workshop
A 90-minute session with your team to walk the findings and align on next steps.
Our guarantee
If you don't walk away with a prioritized roadmap and a working eval baseline, you don't pay. And the full audit fee is credited 100% toward a build of $30,000+ signed within 90 days — so if we move forward, the audit is effectively free.
Who it is for
- You ran an AI or GenAI pilot and it stalled before production.
- You have a board or CEO mandate for AI but no clear path to ship.
- You are mid-market (US $50M–$1B, or an ambitious LatAm company) and the Big 4 is too slow and too expensive.
- Your buyer is technical — you want engineers who talk evals, RAG and MCP, not a slide deck.
How it runs
Scoping call
A 30-minute call to confirm fit and lock the scope and fixed price. No obligation.
Audit
1–2 weeks. We review your systems, data and pipelines, and build the eval baseline.
Readout
You get the report, the eval suite and the 90-day roadmap, walked live with your team.
Frequently asked questions
How much does it cost?+
$8,000–$15,000, fixed, depending on the number of systems and data sources. We lock the exact price on the scoping call — no open-ended billing. The full fee is credited toward your build if you sign one within 90 days.
How is this different from a strategy deck?+
We are engineers, not slide-makers. You leave with a working eval suite running against your system and a concrete, costed plan — not a PowerPoint.
What do you need from us?+
Access to the pilot or system, relevant data or docs, and about two hours of your team's time for interviews and the readout. We do the rest.
What happens after the audit?+
You own the report and the eval suite. If the roadmap makes sense, we can build it (fee credited); if you would rather your own team runs it, you have everything you need.
Is my data safe?+
Yes — standard NDA, least-privilege access, and we can work in your environment or self-hosted infrastructure. Nothing is shared with third parties.
Find out exactly why your pilot isn't shipping.
Book a 30-minute scoping call. We'll confirm fit, lock the price, and if we're not the right team, we'll tell you.
$8,000–$15,000 · 1–2 weeks · fee credited 100% to your build