Caller
Natural speech and clear reason for calling
→← All capabilitiesPhone calls into completed workflows
Voice systems that answer, qualify, route and update the business.
AI-assisted business telephony using Twilio, structured conversation design and safe integration with operational systems.
Map a voice workflow ↗The opportunity
Voice AI & Twilio
A useful voice system does more than sound convincing. It understands why the person called, completes defined actions, records the right information and moves naturally to a human when judgement is required.
01
Capture enquiries outside office hours
02
Qualify and route calls consistently
03
Book appointments and update systems
04
Reduce repetitive call handling without trapping customers
A business call flow
The call should end with useful work completed.
Voice quality matters, but task completion, safe escalation and clean system updates matter more.
Understand
Intent, identity and required details
→Act
Book, qualify, route, create or update
→Confirm
Read back the result and capture summary
→Escalate
Transfer ambiguity, emotion or exceptions to a person
What Caerus can deliver
Capability around the whole problem.
The Caerus voice AI demonstration is structured as a business workflow, not an open-ended chatbot on a phone number.
+Twilio voice and messaging
+Conversation and escalation design
+CRM and scheduling integration
+Call summaries and structured capture
+Human hand-off and fallback paths
+Latency, quality and cost monitoring
The working approach
Full approach ↗Direct, staged and accountable.
Map the call
Define the real reasons people call, the information required and where judgement changes the path.
Prototype
Build a constrained voice workflow and test it against realistic conversations.
Integrate
Connect booking, CRM, ticketing or operational systems with explicit permissions.
Evaluate
Review transcripts, failure paths, latency, cost and customer outcomes.
Working evidence
All work ↗Related engineering work.
01
AI-assisted business telephony
Voice AI
A Twilio-based voice workflow for answering, qualifying, booking, updating systems and handing over to a person when needed.
TwilioPythonFastAPISpeech-to-text
View case study
02
Roofing operations & quoting
RoofM8
RoofM8 turns spatial property data, aerial imagery, roof information and pricing logic into an operational workflow for roofing businesses.
PythonFastAPIPostgreSQLPostGIS
View case study