Product Concept
Always-On Phone Coverage
Incoming calls route from Twilio to an ElevenLabs agent session that greets callers in the business’s voice and handles common intents.
Booking-First
The agent checks live availability via Booking API functions, offers times, and creates/reschedules/cancels bookings with business rules applied.
CRM-Synced
Contacts are upserted in CRM; each call is logged with disposition, summary, transcript link, and booked appointment (if any).
Auto Follow-Ups
After every call, Twilio SMS sends confirmations or recaps. Post-call webhooks from ElevenLabs drive analytics and QA.
Customer Experience
1
Call Routing
Customer dials a dedicated Twilio number; Twilio bridges the call to the ElevenLabs Agent endpoint (streaming).
2
Branded Greeting & Consent
Agent introduces the business, states hours, and (if configured) asks for recording consent before proceeding.
3
Intent Handling
Agent detects booking vs. info vs. reschedule/cancel vs. escalation. FAQs are answered from knowledge snippets; unclear intents escalate.
4
Booking Flow
Agent calls Booking API functions to fetch availability, proposes options, confirms details, and creates bookings with buffers/blackouts respected.
5
CRM Update
Contact is upserted; call disposition, summary, and transcript URL are written to CRM activity. Booking IDs are linked.
6
Post-Call SMS & Analytics
When the call ends, ElevenLabs Post-Call Webhook triggers a backend handler that sends Twilio SMS (confirmation/recap/follow-up) and records sentiment/summary for QA.
Functional Scope
MVP (Phase 1)
- Inbound calls only; one Twilio number per business routed to an ElevenLabs agent session.
- Persona configuration (greeting, tone, business info, FAQs) stored in the agent instructions/knowledge.
- Tooling via ElevenLabs function calling:
check_availability(date_range, service_type)create_booking(customer, datetime, service, notes)update_booking(booking_id, changes|cancel)upsert_contact(name, phone, email)log_call(call_id, disposition, summary, transcript_url)
- Booking API integration with idempotency keys and business rules (buffers, blackout dates).
- CRM integration for contact upsert + activity logging; store transcript link and booking reference.
- Post-call webhook ingestion (transcript, summary, sentiment) → CRM update → Twilio SMS send.
- SMS templates for booking success, info-only recap, follow-up needed.
Phase 2
- Outbound/recall flows (return missed calls, reminders).
- Multi-language/voice variants per business; time-of-day personas.
- Payments/deposits via payment link in SMS.
- Human escalation routing (warm transfer) based on low confidence or repeated repair turns.
- QA dashboard with call scoring, flags for negative sentiment, and manual review queue.
Phase 3
- Campaign-style outbound calls (with consent) for reactivation.
- Adaptive policies by location/service; A/B tested prompts and call flows.
- Deeper analytics (booking conversion by intent, first-response latency, escalation rates).
- Advanced PII redaction and retention controls per business.
Architecture & Dependencies
- Voice & Intelligence: ElevenLabs Agents Platform (voice model, TTS/ASR, streaming, memory).
- Function Calling: ElevenLabs tools for Booking API + CRM actions (HTTP adapters in backend).
- Telephony: Twilio Voice for inbound numbers and PSTN/SIP bridge to the ElevenLabs agent session; Twilio SMS for post-call texts.
- Webhook Handling: ElevenLabs Post-Call Webhooks for transcript, summary, sentiment, timings; verified via HMAC.
- Data Storage: Minimal call records (call id, timestamps, disposition, booking id, sentiment flag, transcript URL) with PII minimization and retention controls.
- Reliability: Retries with idempotency keys on booking/CRM writes; fallback to voicemail/escalation if functions fail.
Post-Call Workflow
- ElevenLabs sends Post-Call Webhook → backend validates signature.
- Persist call summary, sentiment, transcript URL, and actionables.
- Update CRM activity with disposition and transcript link.
- If booking exists, append booking notes; else create follow-up task.
- Send Twilio SMS using the appropriate template (confirmation, recap, or follow-up needed).
- Emit analytics events (booking conversion, escalation flag, confidence).
Configuration Surface (Admin)
- Business profile: name, hours, services/durations, blackout dates, buffers.
- Persona: greeting script, tone, escalation phrasing, consent message.
- Knowledge: FAQs/policies ingested into agent knowledge base.
- Telephony: Twilio number mapping, escalation number, voicemail fallback.
- SMS: templates and sender ID; enable/disable follow-ups.
- Compliance: recording consent toggle, redaction settings, retention windows.
Roadmap & Milestones
Milestone 1: MVP (2–3 weeks)
- Provision Twilio number per business; bridge to ElevenLabs agent session.
- Define persona template + FAQs ingestion into ElevenLabs agent.
- Implement Booking API + CRM adapters as ElevenLabs functions with idempotency.
- Build post-call webhook handler (validation, CRM update, Twilio SMS).
- Basic observability (logs, error alerts, webhook retry queue).
Milestone 2: Beta Hardening (3–4 weeks)
- Human escalation path (warm transfer) on low confidence/repair loops.
- Multi-language/voice variants; holiday/hour-aware prompts.
- QA flags from sentiment/low confidence; internal review queue.
- Improved analytics: booking conversion, answer rate, escalation %, SMS delivery.
Milestone 3: GA (4+ weeks)
- Outbound callback/reminder flows; campaign-safe outbound with consent.
- Payment links in SMS and booking notes.
- Admin console polish; RBAC for multi-location teams.
- Advanced compliance: PII redaction, per-business retention, audit logging.
Success Metrics
- Booking conversion rate from calls.
- Answer rate / call completion rate.
- Escalation rate (to human/voicemail) and reasons.
- SMS delivery success and link click-through.
- Webhook success rate and average post-call processing time.
Operational Guardrails
- Webhook signature verification for ElevenLabs and Twilio.
- Idempotent writes with retries for booking/CRM actions.
- Rate limiting and circuit breakers on external dependencies.
- Clear consent and recording notices; configurable per region.
- Fallback paths: voicemail or human transfer on repeated errors or low confidence.

