Define
Current workflow and boundary
DELIVERY METHOD
From workflow diagnosis to a production-ready POC
Validate one critical process with 20 sanitized samples, then use reviewable results to decide whether to scale.
LONGBO AGENT STUDIO / POC RUN● RUNNING
Validation input
20 sanitized samples
10–30 acceptance tasks
One process owner
Delivery record
Workflow demonstrated
Boundary reviewed
Decision package ready
7–10 DAY VALIDATION
Clear inputs, outputs and owners at every stage
Prepare
Samples and acceptance tasks
Build
Sources, rules and checkpoints
Evaluate
Continuous demonstration
Decide
Stop, refine or pilot
You provide
One process owner, approximately 20 sanitized samples and 10–30 representative tasks.
Longbo AI delivers
A working workflow, complete run records, an acceptance set and a production boundary statement.
After the POC
Use the evidence to stop, refine the validation or enter a controlled production pilot.
Acceptance principle
Results always state the sample scope, test environment and measurement method.