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reopt Handbook
reopt Handbook
Agentic MVP

Core Concepts

PrinciplesHypothesisExperiment DesignExperiment Types

Agentic Operations

Claude OSContext Pack7-Day Sprint

Measurement and Quality

AnalyticsQuality and Safety

Launch and Decisions

Go-to-MarketDecisionTemplates

Appendix

UpdatesVerification Report
Handbook›Agentic MVP›Decision
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Decision

Convert MVP evidence into iterate, pivot, pause, or scale decisions.

Key takeaways

  • The sprint ends with a decision, not a shipped build: choose iterate, pivot, pause, or scale.
  • Scale only when the test shows strong repeatable demand and delivery is feasible; pause when evidence is weak and no near-term learning path exists.
  • Review evidence against five questions: did the target customer show up, understand the promise, reach value, commit, and can you deliver?
  • Capture the outcome in a decision memo that records the result, evidence, decision, and next experiment.

The sprint is not complete when the build ships. It is complete when the team makes a decision.

Decision Options

DecisionWhen to choose
IterateSignal is positive but a clear bottleneck remains
PivotThe problem or segment is wrong, but adjacent signal exists
PauseEvidence is weak and no near-term learning path is obvious
ScaleThe test shows strong repeatable demand and delivery is feasible

Evidence Review

QuestionEvidence
Did the target customer show up?Segment/source data
Did they understand the promise?CTA, demo, reply, objection data
Did they reach value?Activation or concierge outcome
Did they commit?Money, time, contract, repeated usage
Can we deliver?Support load, manual effort, quality issues

Decision Memo

# MVP Decision Memo

## Hypothesis
...

## Result
...

## Evidence
- Quantitative:
- Qualitative:

## Decision
Iterate / Pivot / Pause / Scale

## Next Experiment
...

Related docs

Hypothesis

Turn product ideas into falsifiable MVP hypotheses.

7-Day Sprint

A one-week operating rhythm for agentic MVP experiments.

Performance Marketing

New Brand Marketing Strategy · Run paid acquisition as a controlled learning system, not only a spend channel.

Positioning and Messaging

AI-Era GTM · Build category narrative, value proof, objection handling, and message QA for AI GTM.

90-Day Roadmap

AI-Era GTM · Roll out AI GTM in 30/60/90 day phases without losing control.

Go-to-Market

Launch MVP experiments through controlled channels that produce interpretable signal.

Templates

Reusable templates for agentic MVP planning, execution, and decision-making.

On this page

Decision OptionsEvidence ReviewDecision Memo