Trust Engine

Methodology

How Trust Engine validates a business idea

Methodology version reviewed August 5, 2026

Business idea validation is the process of testing whether a proposed market, customer problem, offer, and economic model are strong enough to justify the next investment. Trust Engine turns that process into a documented decision workflow rather than a single chat answer.

The six-stage decision workflow

  1. Frame the decision: define the idea, target market, customer, timing, and the decision the team must make.
  2. Extract assumptions: identify what must be true about demand, competition, access, pricing, costs, regulation, and execution.
  3. Research evidence: collect current sources and record which claims each source supports.
  4. Stress-test the case: look for counter-evidence, barriers, weak economics, and reasons the launch could fail.
  5. Set kill criteria: state measurable conditions that should stop, narrow, or redesign the idea.
  6. Issue the decision: produce a GO / NO-GO verdict, explain the confidence and limitations, and define the next validation step.

How evidence is handled

  • Material factual claims are linked to sources in the report.
  • Facts, estimates, and assumptions are separated so an estimate is not presented as observed data.
  • Conflicting evidence is kept visible when it could change the decision.
  • Dates and geography are attached to market facts where they affect relevance.
  • Missing evidence becomes a limitation or a next test, not an invented certainty.

How the verdict should be read

GO

The evidence supports a bounded next investment. GO is not a guarantee of success; it means the current case is strong enough to run the specified next test under the stated conditions.

NO-GO

A critical assumption is unsupported, the economics or market access are too weak, or the downside exceeds the value of continuing in the current form. A NO-GO can still point to a narrower market or redesigned offer worth testing.

What a report contains

The deliverable includes the decision question, executive verdict, market and competitor analysis, risks, evidence, kill criteria, financial scenarios where relevant, limitations, and the next validation step. See the complete InvoiceFlow AI example or compare pricing options.