HOURS→ MINUTES
Competitive mapping, market research and large-volume information synthesis become radically faster when AI is built into the operating process.
AI DOESN'TREPLACE JUDGMENT.IT REMOVES LATENCY.
Agentic workflows, MCP, APIs, generative creative and AI-assisted development — used to shorten the distance between a question and evidence.
AI ISN'TA FEATURE.IT'S LEVERAGE.
I use AI to reduce the distance between thinking and execution.
→→→→→→→
3 IDEAS→ 30 HYPOTHESES
AI expands the creative search space before expensive production starts.
IDEA→ WORKING PRODUCT
Modern AI development tools allow non-trivial prototypes, internal tools and customer experiences to move from concept into reality at unprecedented speed.
STOP DOINGROBOT WORK.
If the decision is repetitive, structured and predictable, it should probably become a workflow.
HUMANJUDGMENT.
MACHINEVELOCITY.
PRESSURE-TESTYOUR VENTUREIN 60 SECONDS.
Five inputs. The same five questions I ask before anything gets built. Nothing is sent anywhere — this runs entirely in your browser.
Answer honestly. Vague answers score low — that's the point.
WHAT'SNEXT?
I'm open to the right operating role, venture or partnership where growth, product and execution actually matter.
- Early growth
- New launches
- International products
- Consumer
- Performance-driven businesses
- Complex funnels
- Subscription models
- Technology-enabled ventures
- AI-native companies
