Two weeks. Written findings. Yours to keep.
The lowest-risk way to work with us: a fixed-scope diagnostic of the system you're worried about — an AI feature stalled short of production, an optimization problem that resists generic tools, an attack surface you can't fully see. It ends with a report you can act on with any team, including one that isn't us.
A findings report, not a sales deck
Everything is delivered in writing, and everything is specific to your system. If the honest finding is “this is closer to done than you think,” that's what the report says.
Findings
What's actually wrong — architecture, data, evals, security posture — separated into what blocks production and what merely offends taste. Each finding comes with the evidence that produced it.
A prioritized plan
The shortest path to a shipped system, sequenced by risk and dependency: what to fix first, what to measure before believing, and what to deliberately leave alone.
A walkthrough
A working session where we take your team through the report, answer the hard questions, and hand over every artifact. No dependency on us to act on any of it.
One week to look, one week to conclude
The same machinery we use for full engagements, pointed at diagnosis: agents fan out across the system to map it, and every finding passes an expert review before it reaches your report.
Map the system as it actually is
- Working sessions with the people who own the problem
- Read-only access to code, data flows, and infrastructure
- Agent team fans out to map architecture, tests, and evals
- The constraint that breaks generic solutions, written down
Findings, reviewed, in writing
- Findings drafted with evidence attached to each claim
- Expert review of every finding before it reaches you
- Prioritized plan sequenced by risk and dependency
- Walkthrough session with your team, artifacts handed over
Built for a system already in flight
The review fits teams that have something real to look at: an AI feature that demos well but keeps missing production, a routing or optimization problem where the off-the-shelf answer ignores your hardest constraint, a security posture where the honest answer to “what's exposed?” is “we're not certain.”
It is deliberately not a strategy engagement. If what you need is a slide about what AI could someday do for your industry, we're the wrong call — the review works on systems, code, and data that exist.
Many reviews end with the report and a handshake. Some continue into a build engagement — in which case the review's findings become the plan, and nothing you paid for is repeated.
- Duration
- Two weeks, calendar-fixed
- Price
- Fixed fee, quoted at the intro call before anything is signed
- Access
- Read-only; NDA standard
- Deliverable
- Written findings + prioritized plan + walkthrough
- Obligation
- None beyond the two weeks — the report is yours either way
Start with the review.
Bring the system you're worried about to a 30-minute call. We'll tell you whether the review fits — and quote the fixed fee on the spot.
Book the intro callFounded by scientists turned AI leaders — national-lab research backgrounds, then senior data science and AI roles shipping production systems across logistics, security, and adtech.