Business inquiries
Callers can receive responses to approved questions about a business and its services.
AI Voice Agent / Virtual Receptionist
HeyLibby
AI Voice Agent for Business Inquiries, Qualification & Human Handoff
Digital Sensei helped engineer a phone-based conversational product that connects natural voice interactions with requirement gathering, lead qualification, booking-related workflows and appropriate transfer to people.
- Product
- AI Voice Agent / Virtual Receptionist
- Primary experience
- Phone-based conversational workflows
- Core workflows
- Inquiries, requirements, qualification and handoff
- Telephony
- Twilio Media Streams
- Conversational AI
- OpenAI / ChatGPT
- Speech recognition
- Deepgram
- Voice synthesis
- ElevenLabs
- Delivery
- Workflow integration, backend orchestration and product engineering
Product context
Useful business conversations require coordinated follow-through.
Natural speech is only one part of handling a business phone call. A useful system must recognize caller intent, work from approved business context, gather relevant information and progress the conversation toward an appropriate outcome.
HeyLibby coordinates those concerns across inquiry handling, requirement gathering, qualification, booking-related activity and human handoff. Digital Sensei's Voice AI work connects the conversational experience with backend and business actions while keeping provider responsibilities and integration boundaries clear.
From a caller's question to a useful business outcome.
The public product view focuses on buyer-readable capabilities while intentionally excluding client-specific scripts, scoring rules and decision trees.
Requirement gathering
The conversation can capture the information needed to understand what a caller is looking for.
Lead qualification
Qualification workflows help move relevant caller information into a structured business process.
Booking-related workflows
Voice interactions can support booking steps and related backend actions where appropriate.
Multilingual voice
Multilingual conversation workflows broaden how callers can interact with the service.
Human handoff
Calls can transfer to a person when the conversation or business workflow requires it.
One coordinated path across telephony, AI and business workflows.
HeyLibby brings several specialized services into a maintainable product flow without treating any single provider as the whole solution.
Telephony and streaming
Twilio and Twilio Media Streams provide the phone and real-time media foundation for conversational interactions.
Speech and conversational AI
Deepgram speech recognition, OpenAI / ChatGPT and ElevenLabs voice synthesis support the listen, reason and respond experience.
Business and context layer
Approved business context and application validation keep the conversation connected to useful workflows and appropriate actions.
Outcomes and handoff
Structured outcomes, follow-up activity and human transfer connect the call to what needs to happen next.
Conceptual system view
This broad view explains how the public-safe product layers relate. It is not the exact private production architecture or an implementation recipe.
Caller / telephony
Caller
Twilio
Twilio Media Streams
Speech recognition
Deepgram
Conversational AI
OpenAI / ChatGPT
Approved business context
Conversation state
Business workflow
Validation
Qualification
Booking-related actions
Routing / handoff
Voice response
ElevenLabs
Outcome
Response
Structured result
Follow-up
Human handoff
Conceptual system view. Private prompts, routing rules, provider configuration and detailed implementation are intentionally excluded.
Voice AI engineered for real workflow conditions.
The product work accounts for the operational concerns beneath a natural conversation without publishing proprietary handling logic.
- Conversation-state continuity across an interaction
- Clear boundaries between telephony, speech, AI and application services
- Graceful handling of interruptions and uncertain input
- Grounding in approved business context
- Appropriate escalation and human handoff
- Validation before backend or business actions
- Maintainable conversation workflows and provider orchestration
- Testing against realistic call scenarios
Verified technology behind HeyLibby.
Telephony
Conversational AI
Speech services
Backend / integration
Product evolution & support
Supporting a voice workflow as the product evolves.
Continued delivery can include conversation-flow refinement, integration changes and support for additional verified workflows.
Production troubleshooting and provider or workflow adjustments help keep the coordinated experience maintainable as product needs change.
Capabilities used in Voice AI products like HeyLibby.
Explore more case studies
See more AI-enabled and workflow-focused SaaS products.
Building Voice AI around real business workflows?
Digital Sensei can help connect telephony, speech, conversational AI, backend integrations and human handoff in a maintainable product experience.