Demonstrator casesProof of method, without pretending it is client proof.
Each example shows how a false request becomes a testable skill architecture. These are demonstrations, not customer results.
Demonstration01
Customer complaint handling
- False request
- Build a support chatbot
- Real goal
- Make policy-aware decisions consistently and escalate risk
- Operating artifact
- Complaint-handling skill with approval thresholds
Demonstration02
Supplier invoice verification
- False request
- Automate invoice processing
- Real goal
- Detect mismatches and route exceptions before approval
- Operating artifact
- Verification skill with an exception taxonomy
Demonstration03
Commercial proposal preparation
- False request
- Write proposals faster
- Real goal
- Produce accurate scope and pricing while protecting margin
- Operating artifact
- Proposal skill with source requirements and approval gates
Demonstration04
Marketplace support appeal
- False request
- Generate marketplace appeals
- Real goal
- Submit evidence-backed, policy-compliant appeals
- Operating artifact
- Appeal skill with an evidence checklist
Demonstration05
Low-sales diagnostic
- False request
- Tell me why sales fell
- Real goal
- Separate evidence from assumptions and identify the next test
- Operating artifact
- Diagnostic skill with data-quality checks