Science-driven.
Business-grounded.
Research-grade consulting at the intersection of AI-native strategy, technical marketing, independent research, creative problem solving, and custom systems design. Written deliverables for teams who prefer working artifacts to slide decks.
Four pillars,
one way of working.
AI-Native Strategy
A written report and roadmap that tells you, honestly, where AI compounds and where it distracts.
Technical Marketing & System Design
Positioning, narrative, and surface for technical products whose marketing can’t keep up with the engineering.
Independent Research
Source-grounded research memos for buyers who need the analysis their own team can’t write.
Creative Problem Solving & Custom Systems Design
When off-the-shelf platforms cost you more than they save, a custom system — interdisciplinary by design, maintainable, and yours to keep — is the honest answer.
We work like a research lab,
not an agency.
Listen
We map the problem in full — technical, political, historical — and hand back a written diagnostic before any solution is proposed.
Model
A structured representation of the domain — entities, flows, invariants. The model is the artifact you reason against, not a deck.
Design
Composition from first principles. Interfaces before implementations. Mechanism separated from policy at every boundary.
Validate
Stress-tests against the constraints we mapped. Bad designs surface here, not in production.
Hand off
A working system or written deliverable, documented to the standard your team will maintain. We hold no hostages.
Trusted by
Tell me what you're
trying to figure out.
Briefs are welcome at any stage — from "we suspect we have a problem" to a full RFP. Scoping conversations are free; clarity is the point. I reply within two business days. The first exchange is always written.