AI / Venture Opportunity Test
Opportunity, economics, buyer, dependencies, evidence, control and operating reality tested. Advance / Validate / Reframe / Stop.
ExploreBring the opportunity. We pressure-test what matters, expose weak assumptions and move only when the next investment is earned.
AI Vampirism is what happens when AI extracts more capital, control, capability or dependency than it returns. We test for that before you feed it.

Opportunity, economics, buyer, dependencies, evidence, control and operating reality tested. Advance / Validate / Reframe / Stop.
ExploreTest the buyer, economics, dependencies and assumptions that must hold before the next commitment. Decide whether the evidence supports moving forward.
ExploreShape a validated venture or redesign an existing company around the operating value worth carrying forward. Build, recommission, route—or stop.
ExploreWe look for the real commercial signal, test what can break the idea and decide whether it deserves more time, money and attention.


Pressure-test the opportunity, dependency, vendor, agent or operating model before you commit. The question is not whether the technology looks impressive. The question is whether the economics, control, evidence and operating reality hold up.

For validated ventures, shape the venture architecture and execution route in a scoped project. For established companies, Legacy Company Recommissioning™ tests the history, assets, eligibility, relationships and operating value that may be stronger after redesign than replacement. The work preserves accumulated advantage, removes dead weight and builds the next operating model around economic reality.
Establish what value already exists, what is constraining it and how ready the company is for an AI-era operating model.
$12,500 CADStart the scanDefine what survives, what changes, what gets retired and the sequence for putting the redesigned company back into motion.
$20,000 CADBuild the blueprintImplement the approved redesign across the operating model, workflows, systems and AI-enabled capability that earned its place.
$35,000+ CADRecommission the companyKeep the recommissioned company moving, watch the dependencies and adapt the operating system as evidence changes.
$5,000 CAD / monthEstablish continuityStart with the decision you need. Every path uses the same evidence standard, and none assumes that more building is automatically the answer.
For a venture, expansion, AI opportunity, vendor, underused asset or recurring problem that needs a clear commercial decision before serious commitment.
Start the Opportunity TestFor a founder or operator with a plausible opportunity: test the buyer, economics, dependencies and critical assumptions in a scoped sprint. Receive an evidence-backed Validation Brief before committing to build.
Start validationFor an existing company with age, history, assets, eligibility, relationships or operating value that may be stronger after redesign than replacement.
Assess the companyPick the closest fit and explain the rest in your own words. This starts a conversation; it does not automatically create an engagement or authorize work.