Full stack · nothing to upsell

Is your AI pilot proper fucked? Reach out.

We trace faults from the physical asset, through the pipeline, to wherever the model actually broke — then tell you what's real and what's salvageable.

Fixed-scope remote diagnostic. We read the pipeline, the data, the model outputs, and the workflow. You get a written salvage report. No deck, no follow-on proposal unless you ask.

Send the three lines →

Same shape, different logos

[STALLED]
Pilots that quietly stop getting mentioned in the steering committee deck.
[OVERSOLD]
Vendor benchmarks that don't survive "measured how, against what baseline?"
[UNGOVERNED]
Nobody named accountable for what the agent did, until something breaks.
[CAPTIVE]
Locked into a vendor from a procurement round nobody currently employed remembers running.

What actually happens when you call

Called in after an agent, model, or "AI-enabled" platform didn't do what the deck promised. We trace it through the full pipeline — data, integration, model, workflow — and tell you what's actually salvageable, in writing.

No sample reports yet — we haven't published any. First ones go up when they exist.

Full stack, physical asset through to the model that's supposed to be watching it. No bench to hide behind, nobody to blame it on.

Tell us what's broken

One email. No form, no drip sequence — just tell us what's going on.