No logos wall, no case-study deck. Most of the work is internal, sensitive, or under NDA — and the rest is our clients’ to talk about, not ours. So we publish what we can: each pattern as we scope it — bottleneck, how it’s financed, the bounded sovereign solution, measurable impact. Sector and revenue band only. If one looks like a problem on your desk, that’s the conversation to start.
A regulated intake team re-keying 38 fields out of 12-page contracts by hand — multi-hour reviews, fatigue errors late in the day, and a backlog that grew faster than headcount could clear it.
Scoped as a bounded productivity asset, so the build may be eligible for accelerated expensing under the Productivity Super-Deduction (subject to current program terms).
A bounded, Level 1–2 extractor that reads the document, scores its own confidence, and routes low-confidence edge cases to a human checkpoint. Read-only by default — it drafts, never writes back without a human key. Architected for Canadian data residency and evaluated against the client’s real historical documents before production.
On the illustrative evaluation set below: per-document review time falls from hours to roughly 90 seconds, field-level accuracy lands in the low-to-mid 90s, and only the edge cases reach a person — with the corpus kept onshore the whole time.
Figures are illustrative of the pattern, not drawn from a single named engagement.
The four parts above aren’t bespoke per project — they sit on one bounded architecture. It’s what lets every shape stay Level 1–2, read-only by default, and Canadian-resident without a custom security story each time.
Architected for Canadian data residency.
Level 1–2, blocked from writing without a human key.
The AI proposes; your team executes.
Immutable audit logs and an instant revert to manual.
Most systems we’ve shipped sit inside operations, presales, legal, and support stacks — places a company doesn’t advertise because the competitive edge lives there. We’d rather have the long, referral-driven relationship than the screenshot.
What’s here is what we’re free to publish: the shape of the work, how it’s financed, and the rules we run it by. We’d rather show you a real (NDA’d) system live on a call than post a sanitized screenshot — facelessness is the point, the demo is the proof.
A thirty-minute call. We read your brief before we meet. If it’s not a good fit, we’ll point you toward someone better — and probably name them.
Recognized your bottleneck above? Route into the right track: on the growth track, see how these patterns get funded — Growth & Funding →. On the compliance track, see how they stay bounded and AIDA-ready — Risk & Compliance →.