RAG assistant gives weak answers
- Answers sound confident but miss source evidence
- No eval set or regression checks
- No admin review trail for bad answers
PitTechs demo workflows
Three demos that show the work PitTechs wants to sell.
These demos are lightweight productized proof points: rescue a broken AI prototype, help an agency scope a client AI request, and show how a practical AI workflow cockpit keeps humans in control.
Demo 01 / prototype rescue
See how a fragile AI demo becomes a production-path system.
Pick a common failure mode. The demo shows the before state, PitTechs diagnosis, rescue plan, and after state a buyer can understand.
- Retrieval is mixing stale and relevant chunks
- Prompt asks for citations but the app does not enforce source-backed answers
- No feedback loop connects user reports to test cases
- Create a small gold-answer eval set
- Add source-citation enforcement and fallback behavior
- Log retrieval context, answer risk, user feedback, and admin notes
- Source-backed responses
- Repeatable eval checks
- Admin-visible failure cases
Demo 02 / agency brief builder
Turn rough client AI notes into a scoped partner brief.
This is a deterministic demo, not a live LLM. It shows the kind of structure PitTechs can bring when an agency or consultant has client AI demand.
Readiness signal: Good start — add systems, data, and owner
Generated brief
AI-assisted support triage with human approval before any customer-facing reply.
Problem: Support work is fragmented across inbox, forms, and CRM, causing slow triage and missed follow-up.
PitTechs role: Scope data boundaries, build the workflow, add logging/evals, and hand off an admin review process behind the agency relationship.
Questions before scope
- Which CRM fields must be updated?
- What categories require escalation?
- What examples can be safely sanitized for testing?
Demo 03 / workflow cockpit
A practical AI system still keeps humans in control.
The cockpit shows AI classification, extraction, draft output, and status tracking with human approval before important actions.
ItemAI actionHuman stepStatusAction
Founder AI demoFlagged as prototype rescueReview scopeReady
Agency client noteGenerated workflow briefApprove partner anglePending
Support requestSummarized + drafted responseApprove replyPending
Knowledge-base questionRetrieved answer with sourcesVerify citationReady
Have a real version of this?
Send the prototype, client request, or workflow you want to make reliable.
Use the diagnostic form to share the current state, where it breaks, what users need, and what a credible production slice should accomplish.
Start the diagnostic
Prefer email? hello@pittechs.com