AI-enabled business intelligence for retina

See the revenue
your practice can't.

Your practice already holds the answer to its own economics — in the EHR, the billing system, and the buy-and-bill drug ledger where your real margin moves. Eyenstein brings it together into intelligence you can trust, so a $5–10M practice operates with the clarity of a modern enterprise.

HIPAA-conscious · your data stays under your control · one senior specialist, not a consultancy
Fig. 1 — where practice margin concentrates live
Unified data
one source of truth
> $100M
drug ledger, indexed*
0
raw data to live reporting
0
senior AI forward-deployed engineer
Your warehouse, built on the platforms you already trust
Snowflake Microsoft Azure AWS Databricks
A clearer view of your economics

In a retina practice, margin tends to slip away in the same few places.

Angiography reveals where fluid escapes in a diseased retina. Eyenstein applies the same discipline to your finances. Select an area to see where a $5–10M practice commonly loses margin it has already earned.

Anti-VEGF drug margin
≈ $180K–$420K / yr at risk*
Eylea, Lucentis, Vabysmo and Avastin move through your practice on buy-and-bill. Reimbursement is ASP + 6% — but acquisition price, JW/JZ wastage modifiers, biosimilar mix, and per-payer spread mean your true margin per injection differs for every drug, every physician, every site. Most practices cannot see it.
Eyenstein indexes every J-code injection to its real margin — by drug, physician, payer and location.
margin at risk under review with Eyenstein *illustrative for a $5–10M vitreoretinal group — quantified during your teardown
The method

Uncover the data. Clarify the practice. Anticipate the money.

Not another dashboard nobody opens. A specialist who understands retinal healthcare data, finds what's buried, makes it legible, and turns it into decisions you can act on.

01 — UNCOVER

Surface the data

Every source that touches revenue — EHR, practice management, billing, drug purchasing, imaging, scheduling — mapped and reconciled, so the numbers your systems keep apart finally sit together.

02 — CLARIFY

Build the intelligence

A unified, secure practice warehouse feeds clean dashboards and the monthly report owners actually read: margin, volume, AR, payer mix and physician productivity in one trusted place.

03 — ANTICIPATE

Model what's next

Predictive models built on your own history — forecasting drug spend, scoring denial risk before write-off, and anticipating demand — so you decide ahead of the numbers, not after them.

What lands on your desk

The reports a retina owner actually runs the practice on.

Built from your data, in your language — J-codes, buy-and-bill, referrals, chair time. Not generic healthcare BI bolted onto a retina practice.

Signature

Drug Reimbursement Intelligence

True margin on every anti-VEGF injection — acquisition vs ASP+6%, JW/JZ wastage, biosimilar switching, per-payer spread — by drug, physician, and site.

Monthly

Practice Performance Report

The page owners open first: revenue, drug spend & margin, injection volume, AR, payer mix and physician productivity in one trusted readout.

Recovery

Denial & AR Recovery

Denials grouped by CARC/RARC and root cause, dollars at risk aged past 90 days, and a worklist that tells your team exactly what to rework first.

Productivity

Physician & Chair Utilization

Injections, procedures, imaging and RVUs per physician and per chair-hour across every location — so you see who and what drives the practice.

Contracts

Payer & Underpayment Intelligence

Reimbursement by payer measured against contracted rates, with underpayments surfaced automatically before they're accepted as normal.

Growth

Referral Engine

For a referral-based group: where referrals originate, how they convert, and where they quietly lapse — the growth lever most practices fly blind on.

Forward-looking

See the numbers before they land.

Forecasts built on your own history — drug spend, denial risk and demand — so you plan against what's coming instead of reconciling what already happened. Modeling grounded in retina, not a generic engine.

Projected drug spendnext 2 quarters
actualprojected
The engagement

From scattered data to trusted intelligence in weeks, not quarters.

A focused engagement with one senior specialist. No RFP, no six-figure platform license, no year-long implementation.

STEP 01

Data teardown

I map every system that touches revenue and quantify where margin is slipping — measured against your actual numbers.

~ 2 weeks
STEP 02

Practice warehouse

Your sources are unified into one secure, HIPAA-conscious warehouse that stays under your control — the single source of truth.

~ 2–4 weeks
STEP 03

Dashboards & reporting

Your dashboards and monthly report go live for owners, billing and physicians — the numbers everyone trusts, kept current.

go-live
STEP 04

Predictive models & partnership

Forecasting and denial-risk models go on top of the reporting — and I stay on as the analyst who knows your data.

ongoing
Eyenstein
Retinal healthcare data · founder-led
  • Fluent in retina — J-codes, buy-and-bill, referral flow
  • One senior specialist — the person you meet builds the work
  • Your data stays yours — HIPAA-conscious by design
  • Engaged to find margin, not to sell software
Why work with Eyenstein

Not a consultancy — the specialist who already understands your practice.

Large firms send junior staff to learn your business on your time, hand you a platform license, and move on. Eyenstein does the opposite: I already understand retinal healthcare data, I build the exact instrument your practice needs, and I stay close enough to notice when a number looks wrong.

You get the clarity of a modern, AI-enabled enterprise with the accountability of a single name on the account. That is the idea behind Eyenstein — rigorous intelligence, focused entirely on the eye.

Start with a teardown

Let's find the margin
hiding in your practice.

A two-week data teardown, quantified against your real numbers. You'll see exactly where the margin is leaking before you commit to anything further.

Book a data teardown
Pick a time that suits you — or email hello@eyenstein.ai