Healthcare and Wellness

Improve access without crossing the clinical line.

Members and staff need help with booking, coverage, billing, and enrollment. We add a source-backed AI layer above the systems already in use, with immediate handoff for anything clinical.

  • Appointments and patient access
  • Eligibility and payment
  • Wellness and class booking
  • Credentialing and enrollment
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Where health and wellness products lose time

Three access and payment gaps frustrate people.

  1. 01

    The front desk is the only interface.

    People wait on hold to book, move an appointment, or ask a basic benefits question.

    • Booking against the live schedule
    • Answers from approved material
    • Staff handoff with context

    31%

    of practice leaders named scheduling as their most time-consuming phone task

    MGMA Stat poll, March 2026
  2. 02

    Benefits language leaves members guessing.

    Support receives the same questions about coverage, eligibility, and out of pocket cost.

    • Coverage explained in plain language
    • Source passage shown with the answer
    • Cost estimate before booking

    Half

    of insured adults report at least some difficulty understanding their insurance

    KFF consumer survey, 2023
  3. 03

    Small intake gaps become denials.

    Claims return weeks later with a denial, while staff repeat eligibility and missing-field checks manually.

    • Eligibility check during intake
    • Missing field follow-up
    • Pre-submission denial check

    26%

    of providers trace at least one in ten denials back to intake errors

    Experian Health, State of Claims 2025
What we build

AI layers for health and wellness access.

Health and wellness product teams and operators get support on the non-clinical side, grounded in the schedules, plans, billing, and enrollment systems already in use.

For health and wellness product teams
  • Appointments and patient access
    • Phone assistant for booking
    • Rebooking after a cancellation
    • Provider search in plain language
    • Text response to a missed call
  • Eligibility and payment operations
    • Coverage check during registration
    • Denial check before submission
    • Appeal letters prepared for review
    • Benefits checked by phone
  • Plan and benefits experiences
    • Coverage answers with cost context
    • Complex questions separated
    • Provider match in the member's words
    • Next steps from the member's plan
  • Member billing and payments
    • Statements explained in plain language
    • Payment plans by text
    • Financial assistance guidance
    • Handoff with the full conversation
  • Fitness, wellness, and spa booking
    • Text receptionist for bookings
    • Pack and membership rules applied
    • Missed calls followed up by text
    • Suggestions based on visit history
  • Credentialing and provider enrollment
    • Source checks with citations
    • Provider outreach and reminders
    • Phone assistants for routine calls
    • Forms mapped to provider records
For health and wellness operators

For clinics, studios, and wellness operators

Studios, clubs, wellness chains, and health education providers get help with access, payment, enrollment, and the follow-up around each.

  • 01
    Give each trial a clear next step.

    Trials, introductory offers, and waitlists are tracked across locations so the right membership or pack can appear during booking.

    Talk to us about this
  • 02
    Use open capacity before it goes unused.

    Open places are offered to waitlists and lapsed members, while a cancellation gets a reason, an alternative, and a way to continue.

    Talk to us about this
  • 03
    Guide learners from course search to enrollment.

    Course guidance comes from approved content, then the learner can complete a one-time, payment plan, subscription, or team purchase.

    Talk to us about this
  • 04
    Make renewal work visible to credential holders.

    Post-purchase activation, progress-aware next steps, and renewal windows keep learners and employers informed when action is due.

    Talk to us about this
How we work here

Four operating rules for health and wellness AI.

  1. 01
    Clinical questions go to staff.

    Anything clinical is handed to a qualified person immediately, with a clear handoff for the user.

  2. 02
    Put the source beside the answer.

    Coverage and policy answers identify the passage and document used to form them.

  3. 03
    Write back to the live system.

    The layer books and reschedules against the real schedule, rather than creating a second calendar.

  4. 04
    Start with plain language.

    The first answer uses the member's words, with supporting detail available when needed.

Integration surface

The layer works with the systems already in use.

Calendars, plans, eligibility, billing, and enrollment records stay in their existing systems while the layer helps people use them.

  • Health record platforms

    Epic and Oracle Health Millennium

  • Practice management

    athenahealth

  • Health data exchange

    HL7 FHIR

  • Eligibility services

    Availity and Stedi

  • Provider directories

    CAQH ProView

  • Wellness booking systems

    Mindbody and Zenoti

  • Voice and messaging

    Twilio

  • Payment processing

    Stripe

Healthcare and Wellness FAQ

The questions that decide it.

StillCurious?Ask us anything about the layer, the process, or what it costs.Talk to Us
What does it cost to add a non-clinical AI layer?

We start with the AI Experience Audit, a fixed price sprint over two weeks. It ends with a fixed build price, and the audit fee is credited to the build. Current figures are on the pricing page.

Can it book directly in our schedule or practice system?
How long does a booking or support assistant take to launch?
What happens when a member asks a clinical question?
How is a coverage answer grounded?
Can this sit on our current product without a rebuild?
Which metric tells us whether it worked?
Book a discovery call

Show us the non-clinical work your product carries.

In one 20 minute call, we will draw the clinical boundary clearly, then identify where an AI layer could start across access, benefits, billing, or enrollment.

  • NDA from the first conversation.
  • Response within 24 hours, guaranteed.
  • Founder-led from first call to handoff.
Shahriar P. Shuvo

Every inquiry receives a focused reply within 24 hours. Qualified projects receive a clear proposal within 3 business days.

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