The task
Rebuild an SMB fulfillment workflow from order intake through exception resolution. The supplied process contains duplicates, missing fields, and contradictory system states.
Your automation should eliminate routine handling while escalating uncertainty with the right context attached.
Hard constraints
- Use the supplied sandbox connectors only.
- Every state transition must be auditable.
- Maximum 3 scored submissions.
AI policy
AI is allowed. We provide it. We log every prompt.
Use the provided environment as aggressively as you like. Judges evaluate your decisions, verification discipline, and final system—not whether you typed every token yourself.
Judging rubric
Reliability
Correct outcomes under noisy input.
Exception design
Human escalation quality.
Maintainability
Readable, modular implementation.
Efficiency
Touches and elapsed time removed.