Refract

Refract

Voice agents

Complex process AI voice agents

Your top performer, on every call.

Refract builds production-grade voice agents for the calls your business cannot afford to drop. Trained on your best calls, your scripts, your data, and your real workflow tools.

Not an IVR. Not a chatbot bolted to a phone line. A trained voice agent with script state, tool gating, knowledge grounding, compliance controls, and warm human handoff.

Try a live demo now

Pick the use case and start a real voice call with Angel. Demo sessions use simulated tools, so nothing is booked, ticketed, or billed.

Ask what Refract does, where it fits, and what a first deployment would look like.

Refract agent runtime showing live script state, working memory, tool gates, and compliance checks

What Refract is built to protect

No dropped queues/Trained on your calls/Tool use on live calls/Audit-ready transcripts/Warm human handoff
Workflow gaps

Where teams lose money before Refract.

The first useful agent is not a broad AI initiative. It is one workflow where slow response, repeated questions, incomplete handoff, or after-hours coverage already costs the business.

Sales

Current bottleneck

What breaks

A serious lead fills out a form, waits hours, and loses momentum before a rep can qualify them.

How Refract helps

Refract responds while intent is fresh, asks your qualification questions, books the right next step, and sends sales a transcript-linked summary.

What your team gets

Qualified lead record with use case, urgency, fit notes, meeting status, and handoff reason.

Metric to track

Speed-to-lead, booked-meeting rate, qualified conversation rate

Support

Current bottleneck

What breaks

Repeated status questions and simple requests bury the queue while frustrated customers wait for a human.

How Refract helps

Refract answers from approved knowledge, checks status where tools allow, creates or updates tickets, and escalates with context when the issue needs judgment.

What your team gets

Ticket or account note with issue type, answer given, customer sentiment, and escalation summary.

Metric to track

Wait time, repetitive-ticket volume, resolution rate, escalation quality

Intake

Current bottleneck

What breaks

Staff collect the same details again and again, but required fields still go missing before the record reaches the right team.

How Refract helps

Refract walks callers through the required fields, validates the next step, preserves the transcript, and routes a complete intake packet.

What your team gets

Structured intake record with required fields, missing-item flags, routing destination, and transcript.

Metric to track

Intake completeness, follow-up loops, staff rework, time to routed record

After-hours

Current bottleneck

What breaks

Calls arrive after the team is offline, so appointments, urgent routing, and high-intent requests wait until morning.

How Refract helps

Refract answers after hours, separates routine requests from urgent ones, books or routes when rules allow, and wakes a person only when needed.

What your team gets

After-hours call summary with caller need, action taken, urgency level, and next owner.

Metric to track

Missed-call recovery, appointments booked, urgent handoff rate, morning backlog

The promise

The best of your humans, instantly scaled.

Every business has people who are unusually good on the phone. They calm difficult callers, handle objections, close hard deals, and make the right call when the script does not cover it. Refract captures that playbook and runs it at whatever volume your phones need.

100%

answer-rate target for Refract-handled flows

24/7

coverage across campaigns, time zones, and surges

10-15 min

simple website Q&A setup when content is ready

Best performer, every call

Refract extracts how your strongest people handle objections, recovery moves, pacing, compliance phrasing, and close patterns.

Real workflow state

The agent knows the current step, required fields, branch criteria, and tool gates instead of improvising through a generic prompt.

Humans stay focused

Your team handles the complex, emotional, brand-defining edge cases while Refract keeps volume and follow-through moving.

Platform

How a Refract agent gets built.

Refract is assembled from your evidence, your workflow, and your controls. The output is a voice agent that can converse naturally while still respecting process boundaries.

See full platform details

01

Bring the evidence

Call recordings, scripts, SOPs, FAQs, CRM fields, quoting APIs, and the policies your top performer would need.

02

Extract the playbook

We map objections, successful transitions, compliance language, customer profiles, and product facts into a grounded knowledge graph.

03

Compose the script

Your process becomes a step-by-step conversation flow with branch logic, goals, fields, recovery paths, and escalation rules.

04

Wire the tools

The agent calls your CRM, calendar, eligibility checker, quoting engine, payment flow, or webhook at the right moment.

05

Test and deploy

A live debug panel shows state, memory, grounding, and tool calls so your team can tune quickly before production traffic.

Use cases

Built for calls with branching logic, sensitive data, and real money on the line.

Refract is overkill for store hours. It is exactly right when the workflow has more than five branches, a regulator reads transcripts, or one missed call has real cost.

Insurance and financial services

  • Final expense, life, health, and P&C qualification
  • Multi-carrier quoting with eligibility checks
  • Claims intake, premium recovery, renewal, and win-back

Healthcare and life sciences

  • Patient intake and pre-appointment screening
  • Care coordination, adherence, and no-show recovery
  • Clinical trial pre-screening and benefit enrollment

Sales and lead generation

  • Inbound speed-to-lead under 60 seconds
  • Cold qualification and appointment setting
  • Website voice agents that qualify visitors in real time

Operations and customer service

  • Tier-1 support with intelligent escalation
  • Account verification and onboarding flows
  • Scheduling, confirmation, and outbound QA calls

Government and regulated services

  • Benefits enrollment and eligibility screening
  • Compliance verification outreach
  • Constituent service with transcript-level auditability

Internal training

  • Practice against AI personas built from difficult calls
  • Compliance audit simulation
  • New-hire rehearsal before live customer conversations
Trust and compliance

Your data, your IP, audit-ready by design.

Refract is built around data ownership, approved knowledge, inspectable decisions, and clear human handoff rules. SOC2 controls, HIPAA-ready configurations, and every tool call reviewable.

See trust controls
FAQ

The questions buyers ask first.

How is this different from a generic AI voice product?

Refract is an engineered agent system: script state, tool calling, knowledge grounding, observability, escalation, and compliance controls trained on your data.

Does my agent learn from other clients?

No. Client data is not pooled into shared model training. Your call data, scripts, knowledge graph, and transcripts serve your agent only.

How long does deployment take?

Simple website agents for general questions can be set up in 10-15 minutes when your site content is ready. More complex voice agents depend on workflow complexity, integrations, compliance review, and custom behavior. Refract is a full-service voice agent company: every project includes 20 free hours of our team's setup help, and complex projects are scoped and priced by project complexity. Talk with us and we will map the right path for your use case.

What telephony do you work with?

Twilio, LiveKit Cloud, and SIP-capable providers. Refract supports inbound, outbound, warm transfer, recording, and browser-based voice entry points.

What about hallucinations?

Responses are grounded in a client-specific knowledge graph and distilled script. Tool calls use real systems for real data, and claim-evidence guardrails flag ungrounded assertions.

Can the agent transfer to a human?

Yes. Refract supports warm handoff on the same call with the context preserved so callers do not have to restart the conversation.

Start with one workflow

If your phones are shedding leads or your queue is burying your best people, we should talk.

Bring the call process, the recordings, and the systems the agent needs to use. We will help you decide whether Refract should handle it, where humans should stay in the loop, and what a first deployment would take.

Talk with us about Refract

Share your work email and the call workflow you want to fix. We will follow up to talk through fit, data readiness, integrations, and pricing.

Founder-led deployment