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Latent

Medical language models to automate healthcare operations

latenthealth.com

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Why it ranks #295

Latent, an AI prior authorization specialist from YC W23, ranks #295 of 999 AI agents and #2 of 6 in Prior authorization specialist, with a score of 3.2 of 10. Data as of .

The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·

  1. Proof

    Do customers use it? 30% of the score

    0

    No public claims of customers or revenue yet.

    Not found: revenue or growth (+4), named customers (+3), a customer result (+2), a customer count (+2), work done at scale (+2)

  2. Scale

    Is there a real company behind it? 30% of the score

    6

    50 people.

    • +6
      50 people on its YC page50 to 99 people

    Not found: funding round in its news (+3)

  3. Momentum

    Is it shipping and growing now? 25% of the score

    2

    Shows hiring.

    • +2
      Hiring: 2 open rolesSenior Software Engineer (Full Stack), Design EngineerYC page

    Not found: launch YC post in the last 6 months (+3), new traction claim in the last 6 months (+2), funding news in the last year (+2), a batch in the last year (it is YC Winter 2023) (+1)

  4. Autonomy

    How much of the job does it do on its own? 15% of the score

    6

    Supervised agent: takes actions in other systems; a person approves key steps.

    • +6
      Level 2 of 4: Supervised agentTakes actions in other systems; a person approves key steps.
    What the model read
    • Acts in other systems: 35% likely
    • Finishes whole tasks: 23% likely
    • Calls itself an agent: 2% likely
    • Level 1 from the model's reading of its pages; the evidence review found, with quotes, that its AI acts in the work, so the level is 2

    Level 2: Takes actions in other systems; a person approves key steps.

About Latent

At Latent, we're building medical language models to tackle the trillions of operational overhead weighing down healthcare. Our flagship product streamlines authorizations for life-saving drugs by analyzing EHR records and surfacing the most relevant data.

We've built our product and signed enterprise contracts with some of the largest health systems in the US.

Founders

Launches and news

  1. News18 Mar 2026This $600 Million AI Startup Is Speeding Up Paperwork So Patients Get Drugs Faster

Alternatives in Prior authorization specialist

The top Prior authorization specialist agents by score, with Latent in its place.

  1. 1Ruma CarePrior authorization specialistW26The operations stack for biologic infusion clinicsProof5Scale3Momentum3Autonomy6Score4.1
  2. 2LatentPrior authorization specialistW23Medical language models to automate healthcare operationsProof0Scale6Momentum2Autonomy6Score3.2
  3. 3Trellis AIPrior authorization specialistW24Accelerate Medication Access with AIProof0Scale5Momentum3Autonomy6Score3.2
  4. 4TivaraPrior authorization specialistS24The AI workforce for medical groupsProof0Scale1Momentum2Autonomy6Score1.7
  5. 5ClaimGlidePrior authorization specialistW26AI automated prior-auths for private medical practicesProof0Scale0Momentum1Autonomy8Score1.5
  6. 6Saga AIPrior authorization specialistW24Voice Agents for Healthcare OperationsProof0Scale1Momentum0Autonomy6Score1.2

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