Ground Truth
Can your AI trust the data it's acting on?
- Source and pipeline review: what feeds the system, how stale, how clean
- Retrieval quality sampling on your real queries
- Permissioning and data-leak surface
Fixed-Price Offer · Start Here
Most AI shops ship and pray. Find out what yours shipped.
You have an AI system in production — built in-house, by an agency, or over a long weekend with AI coding tools. In ten business days we tell you, with traces and numbers, whether it's trustworthy, what it really costs per task, and exactly what to fix first. By some industry estimates, more than 80% of AI projects fail — almost always quietly. This is how you find out early.
What Gets Scored
Three layers, one scorecard.
Every system we touch is checked the same way — the same three layers we use to build our own systems. You get a red / yellow / green score per layer, with the evidence behind every mark.
Working Agents
Does the system do what everyone thinks it does?
- Trace-level review of live behavior, not the demo path
- Failure-mode inventory: hallucination, tool errors, silent drops
- Escalation and human-in-the-loop coverage
The Flight Recorder
Would you know if it broke tomorrow?
- Starter eval suite built and run against your actual system
- Cost-per-task analysis and spend-leak review
- Monitoring, guardrail, and audit-trail gaps
Sample Scorecard · Day 10
Ground Truth
Needs workTwo stale sources feeding retrieval
Working Agents
HealthyTool errors handled; 3 edge cases found
Flight Recorder
MissingNo evals, no drift alerts, no baseline
Cost per task
$0.42 → $0.11
after top 3 fixes
Fix plan
7 items, each priced
the plan is the quote
Illustrative sample — your report scores your actual system.
Built by Someone Else?
We audit — and run — systems others built.
An agency shipped it and moved on. The developer who built it left. The vendor answers on their timeline, not yours. The audit is how orphaned systems come in from the cold: we map what exists, score it honestly, and if you want, take over the keeping-it-alive part with AI Operations.
No Second Sales Cycle
The fix plan is the quote.
Every item in the fix plan comes with a fixed price attached. There is no follow-up proposal, no discovery phase, no “let's scope that.” You pick the items worth fixing, we start. And if the honest answer is that a $5 prompt change beats a $50K rebuild — that's what the report will say.
Ten days from now, you'll know exactly where you stand.
$7,500 fixed, credited toward operations if you stay. Read-only access is all we need to start.