What should become infrastructure
Research sweeps, competitor monitoring, scaffolding, regression testing, analytics, customer feedback synthesis, distribution experiments, support triage, and product health reporting should become shared automation. Every launch should make the next one easier to evaluate.
What stays human
Thesis formation, taste, major product decisions, relationships, and capital allocation remain human responsibilities. Automation should surface decisions with evidence; it should not hide consequential judgment behind a score.
The evidence gates
- Activation: does the intended user reach the product's core value?
- Retention: do users return or depend on the data or workflow?
- Commercial intent: will a specific buyer pay for a specific outcome?
- Distribution: can acquisition repeat without founder heroics?
- Operational load: can ordinary delivery stay largely automated?
A product that crosses its gate earns a bounded next investment. A product that repeatedly misses stays operational if inexpensive, but it does not keep consuming development time. Gatekeeper Cloud is currently behind this gate: the OSS product remains live while the paid team layer waits for qualified demand.
Current allocation
RecallRadar and Runestone Tarot have the strongest present market signals. Gatekeeper remains an open-source infrastructure product and a measured Cloud option. CivilSolve remains a live, bounded experiment. These labels can change when the evidence changes.