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Tryozi
TelehealthMarketing

Voice agent for abandoned intake recovery

Tryozi's voice agent gives unfinished intake a clear route back.

An AI voice agent helps eligible, opted-in users resume an incomplete intake, handling administrative questions and passing anything clinical to the right team.

The impact

29%

of contacted users resume intake

Voice agent for abandoned intake recovery

Case study facts

Team
Marketing
Systems connected
4
Time to live
3 weeks
Engagement
AI implementation

The impact

Results for the team

of contacted users resume intake
29%
of contacted users resume intake
The recovery rate counts contacted users who return to their incomplete intake.
less manual follow-up time
62%
less manual follow-up time
The voice agent handles routine administrative follow-ups, reducing the time staff spend contacting users manually.
more eligible follow-ups covered
3×
more eligible follow-ups covered
The team covers more eligible, opted-in users with recovery follow-ups, using clear paths for resuming intake or requesting support.

Situation

Intake stopped. The reason was unclear.

An unfinished intake does not explain why someone stopped. Generic reminders cannot tell a technical problem from a question that needs a person, and manual follow-up competes with other support work.


Challenge

A reminder could not resolve every problem.

Follow-up needed to tell an administrative obstacle from a question requiring a person. Contact permission, identity, opt-outs and clinical boundaries had to remain explicit throughout the conversation.

What we built

A guided path back to intake.

The workflow identifies incomplete intake records eligible for follow-up and checks contact permission before every call. The voice agent identifies itself, asks whether help is wanted and guides the user back to a secure continuation path.

Clinical questions, uncertainty or requests for a person move to the appropriate team; the call is never a shortcut around the intake process.

  1. 01

    Detect unfinished intake

    Find incomplete records without assuming why the user left.

  2. 02

    Verify contact permission

    Consent, suppression and contact-frequency rules are enforced before every call.

  3. 03

    Load minimal context

    The agent sees only the administrative details the call requires.

  4. 04

    Offer help

    • Voice agent

    The voice agent discloses that it is automated and confirms the user wants to continue.

  5. 05

    Resume or hand off

    • Human in the loop

    Send a secure continuation link or connect the user to a person.

  6. 06

    Log the outcome

    Record the disposition and honor opt-out or follow-up preferences.

Evals and guardrails

Test conversations. Enforce contact boundaries.

  • Conversation evals

    Test whether the agent understands requests and completes intake support tasks. Include interruptions, voicemail, wrong recipients and opt-outs.

  • Handoff evals

    Measure missed clinical questions and requests for a person. Test failed transfers and check that the agent never gives clinical advice.

  • Guardrails

    Check contact permission before each call. Honor opt-outs, limit access to intake details and send clinical questions to qualified staff.

Results

Unfinished journeys have a next step.

The recovery rate counts contacted users who return to their incomplete intake. The voice agent handles routine administrative follow-ups, reducing the time staff spend contacting users manually.

The team covers more eligible, opted-in users with recovery follow-ups, using clear paths for resuming intake or requesting support.

of contacted users resume intake
29%of contacted users resume intake
less manual follow-up time
62%less manual follow-up time
more eligible follow-ups covered
3×more eligible follow-ups covered

From Tryozi

“We had tried other partners and nobody could unblock it. Revensi came in, understood the problem quickly, and turned a bottleneck into something that just runs. Total game changer.”
Yazan SalehCEO at Tryozi

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