Intended audience
- Operations teams
- Data and analytics teams
- Product and engineering teams
Limited pilot
Applied AI Workflow Pilot
Test one document, data, or operational workflow with a concrete deliverable before committing to a full product build.
Status: Limited pilot
Problem patterns
- Manual document or data review
- Repeated operational handoffs
- Unclear data quality
- AI outputs that require visible evidence and review
Proposed workflow
A narrow sequence designed to produce a decision.
- Define one workflow and owner
- Confirm inputs and constraints
- Build the narrow test
- Measure errors and operational impact
- Recommend stop, revise, continue, or productize
Expected outputs
Concrete artifacts at the end of the pilot.
- Working pilot
- Documented assumptions
- Evaluation results
- Production recommendation
Assumptions and limitations
The boundaries are part of the deliverable.
- The pilot tests one clearly bounded workflow.
- Required data can be provided lawfully and in a usable format.
- A workflow owner is available to review outputs and exceptions.
- A pilot is not a production system unless a separate implementation is agreed.
Prototype, pilot, and production are different stages
A prototype demonstrates a concept. A pilot tests a real, fixed-scope workflow. A production implementation requires the integrations, controls, monitoring, and support agreed for regular use.
Scope and fixed price are agreed before work begins.
Could this pilot fit your workflow?
Share the current process, available inputs, decision owner, and the result that would make the test useful.