Teri Health — AI-native health services

The AI worker
for your office.

We implement AI agents in ophthalmology practices and run them with humans in the loop. You approve; agents complete.
Achieve more by doing less.

David Tung · Founder · david@terihs.com · terihealth.comConfidential
The shift

The AI-native practice has arrived

Every month a new AI product enters healthcare operations — scribes, billing agents, eligibility bots, voice assistants — and every PM and EMR is racing to bolt AI on. The technology is arriving faster than any practice can absorb it.

What's flooding in

  • AI point solutions launching monthly across scribing, billing, eligibility, and phones
  • PM/EMR platforms — Nextech, Epic, Athena — shipping their own AI features
  • Payers and pharmacies automating their side of every transaction

What that means for a private practice

  • Adopting AI is no longer the hard part. Running it is.
  • Every tool needs configuration, supervision, and someone reading its reports
  • Nobody on a 30-person staff has that job — and hiring for it is impossible

This is not a prediction. It is already true in the practice where Teri runs today.

Teri Health — the AI worker for your office2
Winners and losers

The gap compounds every week

The shift creates two kinds of practices — and the difference shows up in the schedule, the staff, and the P&L.

Practices that run AI workers

  • Every call answered on the first ring — before open, during clinic, after close
  • Refills, recalls and confirmations resolved the same day, in the background
  • Staff attention goes to the patients standing at the desk
  • Bookings captured that would never have existed — the 7:04 AM caller books at 7:16 AM

Practices that wait

  • Phones give out first: callers on hold while staff face the waiting room
  • Patients who cannot get through simply stop trying
  • Cancelled slots stay empty — pure loss
  • Competing for front-desk hires that do not exist, at rising wages
Teri Health — the AI worker for your office3
The promised land

A practice where the phone is always answered and the busywork completes itself — with your people approving what matters.

Not "we have AI." A practice that runs AI: measured weekly, steered by humans, provable to the penny of staff time returned.

Teri Health — the AI worker for your office4
Why practices can't get there alone

AI isn't an install. It's an employee.

It needs onboarding, supervision, review and correction. Point solutions stall in private practices for the same reason a new hire fails without a manager.

What AI needs to actually work

  • Someone reading its reports and steering it every day
  • Someone deciding what it may do alone and what needs review
  • Someone who knows the practice — providers, locations, policies, patients
  • Someone fixing what breaks the same day it breaks

Why that person doesn't exist

  • The office manager is already the busiest person in the building
  • Vendors sell software and leave; support tickets are not supervision
  • Hiring an "AI operations manager" per practice makes no economic sense
  • So the tools get bought, underused, and quietly turned off
Teri Health — the AI worker for your office5
What Teri Health does

We are the AI-native service layer for your practice

Think of it as a fulfillment center for practice work. Agents do the background work in a centralized place; humans review where it matters; agents complete the task. We sell the outcome, not the software.

Work arrives

A call, a refill request, a prior auth, a denial — captured by Teri the moment it exists.

Agents do the legwork

Chart audit, schedule search, payer forms, pharmacy lookup — done in the background.

A human approves

Your staff (or ours) reviews a finished package — one tap to approve, edit, or escalate.

Agents complete it

Booked, filed, submitted, replied — logged with a full audit trail and weekly scorecards.

Humans in the loop are placed exactly where judgment matters — and nowhere else. That placement, and the upkeep behind it, is the service.

Teri Health — the AI worker for your office6
The services

Hire Teri for one job. Add the rest when she's earned it.

ServiceThe outcome you buyStatus
AI Reception Every call answered on the first ring. Booking, rescheduling, cancelling and confirming against your live schedule; FAQs answered; structured messages with verified callbacks. Live now
Rx Refill Desk Refills resolved the day they arrive — history audited, pharmacy confirmed, protocol checked, queued for one-tap clinician approval. In pilot
Prior Authorization Desk Auths assembled, submitted and chased without a staff member on hold. Roadmap
Billing & Claims Follow-up Denials worked and underpayments flagged while they're still appealable. Roadmap
Recall & Schedule Fill Cancellations backfilled and overdue patients recalled automatically. Roadmap

Built for ophthalmology first — providers, visit types, and workflows we know cold — then other specialties.

Teri Health — the AI worker for your office7
Evidence — not a demo

One day, fully measured: Monday, July 27, 2026

Every inbound call to a two-location, four-doctor ophthalmology practice, read end to end against the patient record. Percentages are taken against the 89 real patient conversations.

97
Calls answered — every one, first ring, 7:04 AM to 7:03 PM
38
Appointment transactions completed without a human
89%
Of callers finished on their first call
230min
Front desk time returned — 3h 50m, counted conservatively

18 booked · 9 cancelled · 7 rescheduled · 4 confirmed. 46 calls needed no human at any point, valued at the practice's own 5-minute average; transfers and messages credited at zero. Average handling time 2m 49s — and nobody was put on hold.

Teri Health — the AI worker for your office8
Why you can trust the numbers

We publish the misses. Then we fix them the same day.

Every call is auditable down to the tool call and its arguments. Defects are found by reading calls against the patient record — not waiting for complaints.

Found on July 27What we did
Children couldn't be identifiedAn age check rejected two kids' correct birthdates. Rewritten within the hour.Fixed same day
One office was under-offeredA location code was never documented; the agent guessed. Made explicit, failure now loud.Fixed same day
Transfers could drop callersAn unanswered front desk looped calls back and dropped them. Screened transfers shipped: nobody is dropped again.Fixed same day

"She keeps the thread. A caller asked Friday at 4:10 PM, called back Monday at 7:04 AM, and was booked by 7:16 AM — two of those touchpoints outside staffed hours."

The operating loop, observed at the proving-ground practice
Teri Health — the AI worker for your office9
Who you're working with

Built by a practice administrator, not a software vendor

Founder-operator

  • David Tung runs a two-location, four-doctor, 30-employee ophthalmology group on Long Island
  • Teri answers his practice's phones today — he reviews her calls personally
  • Every service is run in his own practice before it is ever sold

The operating discipline

  • Weekly measured scorecards — the same ones we read internally
  • Defects published next to wins; fixes shipped inside the day
  • No industry benchmarks — savings computed from your own averages
  • PHI-safe by design: audited, redacted, access-controlled
Teri Health — the AI worker for your office10
How we start

The beta pilot: 30 days, measured like ours

What happens

  • Week 0 — setup: phone number, schedule connection, and the rules you already give new staff
  • Weeks 1–4 — Teri answers your line; every call logged, graded, and reviewed
  • Weekly — a scorecard: calls, transactions, first-call resolution, staff time returned
  • Day 30 — the measured-day report for your practice, and a decision

What it takes from you

  • One kickoff hour with your office manager
  • A forwarding rule on your phone line
  • Read-only schedule access to start; write access when you grant it
  • Zero new software for your staff to learn on day one

Pilot pricing is discussed on the discovery call. Teri Health LLC invoices the practice directly.

Teri Health — the AI worker for your office11
Teri Health

Put an AI worker on your team — and get the report that proves it.

Book a discovery call: david@terihs.com · terihealth.com
30 minutes on your call volume, your staffing, and what a measured pilot looks like in your office.

© 2026 Teri Health LLC · Long Island, New YorkConfidential