01Required
A working agent
Voice, chat, or a combined experience available through a demo, staging environment, or reliable interaction interface.
Indonesia Agent Readiness Sprint
Bring one consequential workflow. Leave with a launch decision.
A focused, founder-led engagement that turns Indonesian language, operating detail, tool state, and recovery behavior into evidence your team can act on.
Best fit
Built for a team close enough to launch that failure matters.
The strongest design partners have a working agent, a real Indonesian use case, and access sufficient to reproduce the workflow 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, 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 critical scenarios after agreed fixes and update the readiness recommendation.
VerifyWhat you receive
Deliverables designed to survive the handoff to engineering.
01
Scenario suite
The scoped core, edge, and adversarial interactions with expected behavior and evaluation notes.
02
Annotated evidence
Reproducible traces tied to the observed failure, affected workflow, and operational consequence.
03
Prioritized remediation
Recommended fixes ranked by severity, recurrence, and relevance to the launch decision.
04
Readiness recommendation
A concise decision framing what is ready, what remains risky, and what should happen next.
Next step
Start with the workflow you cannot afford to misunderstand.
Share the agent, launch context, and concern. Fadli will review whether a focused sprint is the right next step.