Superscript
Superscript Oshi Health
2026
Oshi Health × Superscript
What an integration could look like
ON THE BILLING PAGE

•

00
Today, patients wait for an estimate, and conversion and payment rates drop

Other pricing solutions are either not instant or not accurate enough. They are limited to copays, and they fail on deductibles and coinsurance, or when the benefit application gets complex.

What a patient reads today
01
The full financial picture

We specialize in patient cost shares. Not a copay estimate: the deductible, the coinsurance, and all their combinations that the industry stops short of. Medicine is emergent, so we also predict, price and explain variance in care.

Click any price on the page
02
Show patients their journey

With accumulators and a price for every appointment, a patient can be shown the cost of their whole journey, deductible and out-of-pocket maximum spend included, not just an estimate for the first appointment.

Open a visit for the detail
03
Explainability is key to conversion

Over four years of pricing in the market, we have come to understand the value of clear price explanations. Often it is the opaque nature of healthcare costs that drives patients away, not the cost itself. Every price carries a plain-language explanation of the benefit behind it.

Read the reason on every visit
04
Additional tests and services

We predict what could change in the appointment itself: what the visit may be billed as, and what may be added to it. Every one is priced at the patient's own cost share before the visit.

Try a variation or an addition
05
A fair contract

More conversions, a better collections rate, a better patient experience.

Start care
TRY A PLAN STATE

Oshi Health's own pages, rebuilt as a mock-up by Superscript. Not built or endorsed by Oshi Health.

PRICING ACCURACY

•Best-in-class pricing accuracy that keeps self-improving.

GET /v1/prices/{price_id}200 · completed
{
  "id": "pr_8f21c4a0", "status": "completed",
  "appointment": { "label": "Initial GI provider visit", "week": 1 },
  "patient_responsibility": 23943,
  "base": { "items": [
    { "cpt": "99204", "label": "Initial GI provider visit", "allowed": 23943,
      "adjustments": [ { "type": "deductible", "amount": 23943,
        "explanation": "$350 of the deductible is left, more than this visit" } ] } ] },
  "x_axis": [
    { "cpt": "99205", "swaps": "99204", "relation": "severity", "likelihood": 0.09,
      "reason": "An extended first visit", "patient_responsibility": 33709 },
    { "cpt": "99203", "swaps": "99204", "relation": "severity", "likelihood": 0.03,
      "reason": "A shorter first visit", "patient_responsibility": 19898 } ],
  "y_axis": [
    { "cpt": "G2211", "relation": "addition", "likelihood": 0.04, "billed_by": "provider",
      "reason": "Complex visit add-on", "patient_responsibility": 1827 },
    { "cpt": "36415", "relation": "addition", "likelihood": 0.013, "billed_by": "external",
      "reason": "Blood draw, ordered and run at a lab", "patient_responsibility": 915 } ],
  "insurances": [ { "payer": "Aetna", "plan": "Choice POS II",
      "accumulators": { "deductible_remaining": 35000, "oop_remaining": 180000 } } ],
  "disclosure": "Exact, subject to our data inputs."
}
WHAT THE API UNLOCKS

•One call returns the price, what the visit may bill as instead, what may be added to it, and where the patient stands for the year.

patient_responsibilityAnswer the cost question on the page that asks it. One number for the appointment, in place of the sentence saying it may vary.
base.items[]One row per code in the encounter. Each priced on its own, so the patient sees what the amount is actually made of.
adjustments[]Say which benefit set each amount. In words a care navigator can read out, so cost questions stop becoming payer phone calls.
x_axis[]Know what the visit may be billed as. Every alternative carries its own price and a likelihood from your own claims.
y_axis[]Price what could be added on the day. The add-on you would bill and the test you would order, each with its own rate from your own claims.
insurances[].accumulatorsShow where the patient stands for the year. What is left of the deductible and the out-of-pocket maximum, which is what makes four calls add up to a year.
THE PROTOCOL

•A Four-Engine Agentic Solution to Healthcare's Most Complex Data Problem.

We spent four years in R&D building Healthcare's First Pricing Protocol.

AIM (Appointment Inference Model)

Multilabel models trained on each practice's own adjudicated claims predict the CPTs a scheduled visit will be billed as, from more than 40 features about the patient, the appointment and the practice, tuned on three years of selecting treatments in the wild.

ABE (Algorithmic Balancing Engine)

Financial, actuarial models built on adjudication outcomes to resolve payer/plan bundling logic and CPT nuance. Over 1TB of data ETL per practice.

AIR (Accessing Insurance Resources)

Interprets X12 271 eligibility responses across EB segment hierarchies and free-text MSG fields using LLMs to normalize payer coverage logic complexity.

ART (Adjudicating Real-time Transactions)

Reads every 835 remittance and maps each pricing discrepancy. 8,700+ weekly adjustments generate labeled training examples with unambiguous outcome signals, so the system self-corrects without human annotation or reward model drift.

[ 05 ]  WHO WE ARE

•Superscript builds pricing infrastructure for US healthcare, from New York, since 2021.

SOC 2 Type II · HIPAA business associate · Founded in New York in 2021. hello@superscript.nyc →

SOME OF THE GROUPS PRICING WITH US TODAY
MedRite Urgent Care Allied Digestive Health Allied Physicians Group Consensus Health Lifepoint Health Orthopaedic Associates of Muskegon Knownwell Hudson Medical Redefine Healthcare Posterity Health Gramercy Surgery Center + MORE
OUR ADVISORS
Dr. Arthur KleinFormer President, Mt. Sinai Health Network
Jeffrey SachsFormer White House Advisor · Sachs Policy Group
Dr. Afsheen AfsharFormer Chief Data Officer, JPMorgan · Cerberus
Dr. Chris PittmanFounder & CEO, Vein911 · Chairman, HPS
Bob GlazerFormer CEO, ENT and Allergy Associates
Dr. Munish KhanejaCMO, Parachute Health · Former CSO, CareAbout
Joe BlewettFormer CEO, Kyruus (formerly Epion)
Sap SinhaFormer President and COO, Allied Digestive Health
SOME OF OUR INVESTORS
Mark Cuban Samsung Next Ventures M25 Health Lifepoint Health First Minute Capital Long Journey Ventures Lucy Guo Co-founder, Scale AI Arash Ferdowsi Co-founder, Dropbox and others
A WORLD-CLASS TEAM FROM Harvard, Meta, Yale, Apple, Stanford, Cigna, CNN, MIT, Amazon, Bridgewater, Google