AI Sales Concierge
An AI digital sales employee on a business website that understands visitors, searches and compares inventory, proposes a recommendation, and creates leads or books viewings — every CRM write approved by a human first.
AI Workflow
0/7Understand the visitor
Search inventory
Compare options
Propose recommendation
Human approval
Create lead / book viewing
Verify state
Run a scenario
One-tap visitor enquiries that exercise different real-world outcomes — including the edge paths.
Run the workflow to see the AI sell.
The concierge reads the visitor's message, searches inventory, compares options, responds and asks you to approve any lead capture or booking.
Activity Timeline
Run the concierge workflow to see the full audit trail
System controls
Production readiness — the controls behind this system
- Business KPI
- Converts website visitors into qualified leads — % of conversations that end with a captured lead or a booked viewing, and response quality.
- Data & retention
- Run against synthetic inventory. Production deployments retain the full conversation + decision logs for audit and re-training.
- Permissions & action boundaries
- Reads visitor intent and inventory freely; every CRM write — lead creation, viewing booking, message — requires human approval.
- Model & provider strategy
- OpenWeights Groq models with structured output; fallback + rate-limit handling if the provider is busy.
- Human approval
- Nothing is captured, written or booked for a visitor without a person approving the proposed action.
- Monitoring & audit
- Full activity timeline records every AI decision, tool call and approval for review.
- Cost / workflow
- One model run per conversation turn with a bounded tool loop; workflow is cost-traceable per visitor.