01Required
A working agent
Voice, chat, or a combined experience available through a demo, staging environment, or reliable interaction interface.
Launch Evidence Sprint
One agent. One consequential workflow. One evidence-backed decision.
A focused, founder-led engagement that turns observed agent failures into reproducible evidence, engineering priorities, and a bounded launch recommendation.
Best fit
Built for a team close enough to launch that failure matters.
The strongest fit has a working agent, a consequential workflow, a named decision owner, and access sufficient to reproduce the behavior safely.
02Required
A real workflow
A bounded task with operational consequences—not a generic fluency demo or an open-ended chatbot benchmark.
03Outcome
A decision to make
A launch, expansion, or remediation decision that needs more than a polished conversation transcript.
The engagement
A short loop from launch risk to retested evidence.
Scope
Align on the workflow, success criteria, policy boundaries, tools, access, and the decision the evidence must support.
StartStress-test
Run localized normal, edge, recovery, and adversarial scenarios across the agreed voice or chat surface.
EvaluateReview
Adjudicate failures, connect each finding to business impact, and identify an engineering owner or control.
DecideRetest
Re-run the agreed critical scenarios after fixes and update the bounded readiness recommendation.
VerifyWhat you receive
Deliverables designed to survive the handoff to engineering.
01
Scenario register
The scoped core, edge, recovery, and adversarial scenarios with expected behavior and evaluation notes.
02
Annotated evidence
Reproducible traces tied to observed behavior, authoritative tool state, and operational consequence.
03
Prioritized remediation
Engineering directions ranked by severity, recurrence, and relevance to the launch decision.
04
Readiness recommendation
What may proceed, what should pause, what remains untested, and what evidence could change the decision.
Boundaries
The evidence is useful because the scope stays explicit.
01
Included
Scenario design, interaction execution, human adjudication, annotated evidence, prioritized findings, launch recommendation, and one agreed retest.
02
Not implied
The sprint is not regulatory certification, legal advice, penetration testing, continuous production monitoring, or proof of universal reliability.
Next step
Start with the workflow you cannot afford to misunderstand.
Share the agent, decision, and concern. Fadli will review whether a bounded Launch Evidence Sprint is the right next step.