Research & Advisory
Independent analysis for high-stakes technology decisions.
Commercialization Research
Commercialization research bridges the gap between "this technology works" and "this technology makes money."
It focuses on:
- Buyer economics and willingness to pay
- Adoption friction and deployment complexity
- Pilot-to-production conversion risk
- Unit economics under real-world constraints
Research Products
- Market Sizing & Demand Analysis — Is the market large enough, and who actually has budget and urgency?
- Buyer Research — Who buys, how they decide, and what objections consistently block purchase.
- Pricing & Business Model Validation — What pricing model clears the market under real buyer constraints.
- Competitive Landscape — Who else is playing, where they are weak, and what the defensible position is.
- Adoption Risk Assessment — What blocks deployment, scale, or internal approval — before you find out the hard way.
- Commercial Due Diligence — For PE and VC evaluating automation investments or portfolio company decisions.
How Engagements Work
Every engagement starts with a decision — not a topic. The deliverable is structured around what you need to decide, not what is interesting to research.
Engagements are scoped with a defined output: a decision brief, market model, pricing framework, or due diligence assessment. No open-ended retainers. No deliverables without a decision at the end.
What We Don't Do
- Implementation, build, or integration work of any kind
- Market maps that tell you what you already know
- 40-page slide decks with no decision at the end
- Ongoing retainers without a defined deliverable
- Anything where the answer has already been decided internally