Define the decision
Agree on tasks, unacceptable failures and human review boundaries.
AI EVALUATION & OPERATIONS
From a successful demo.
To a sound decision.
Evaluate quality, information handling, human review, cost and operations under agreed conditions. Build evidence for the production decision and a repeatable evaluation process.
Discuss this challenge ↗DESIGN BLUEPRINTCONCEPT
01
Tasks & reference answers
↓02
Agreed evaluation
↓03
Quality, effort & limits
↓04
Proceed, retest or stop
Illustrative workflow, adapted to your business requirements.
01 / THE CHALLENGE
It works in the demo. Is it ready for the business?
- The PoC has no agreed decision criteria.
- Operational effort and risks are not yet understood.
- You need to check quality after future changes.
02 / HOW WE HELP
Designed around your operations.
Compare consistently
Keep representative and edge cases, and inspect individual and aggregate results.
Evaluate after changes
Include regression checks, issue reporting and pause criteria in operations.
03 / CLEAR SCOPE
Agree on what we deliver.
These deliverables are a starting point. We agree on scope and acceptance criteria based on your environment and the state of your data.
Explore the related service ↗- 01Evaluation plan and decision criteria
- 02Test cases and results
- 03Open issues and production scope
- 04Re-evaluation and operating procedures
04 / BEFORE WE BEGIN
Start with what you know.
You do not need a complete specification. We confirm data-sharing and confidentiality arrangements before starting.
- Target tasks and users
- PoC artifacts and evaluation records
- Expected answers and critical failure examples
05 / NEXT STEP
LET’S CREATE WHAT’S NEXT
Let’s define the opportunity.
Tell us about your workflow and where you are today. We will propose a clear scope, deliverables and next steps.
Discuss your project