Company Overview
About Latent
Latent is a San Francisco-based healthcare AI company automating clinical operations for pharmacy and medication access workflows — using AI to review patient medical records, generate evidence-based prior authorization documentation, and streamline the clinical justification process that currently requires pharmacists and clinical staff to spend significant time on administrative documentation that delays patients' access to medications. Founded in 2022 and a Y Combinator W23 graduate, Latent raised $13.1 million from General Catalyst and Y Combinator, achieving $2.4 million in revenue in 2024.
Business Model & Competitive Advantage
Latent's AI reads patient clinical records (diagnoses, labs, prior medication history, physician notes) and generates the clinical evidence summaries and prior authorization submissions that insurance companies require before approving specialty medications. Prior authorization — the process where physicians must justify to insurance companies why a specific (often expensive) medication is medically necessary — has become one of the most administratively burdensome aspects of healthcare, with studies showing physicians spend 2+ hours per day on prior auth requests for their patient panels.
Competitive Landscape 2025–2026
In 2025, Latent competes in the prior authorization automation and healthcare AI market with Cohere Health (prior auth automation, raised $150M+), Waystar (revenue cycle, acquired Olive AI's prior auth business), Availity, and physician practice management platforms for prior authorization and clinical documentation automation. The AMA's annual survey consistently shows prior authorization as physicians' top administrative burden, and multiple legislative efforts (including CMS prior authorization rules taking effect in 2026) are attempting to streamline the process. AI automation that handles the record review and documentation generation can reduce this burden while actually improving approval rates — AI systems that correctly identify and present clinical evidence get approvals that manual submissions miss. General Catalyst's backing is strategically significant in healthcare AI. The 2025 strategy focuses on pharmacy benefit management integration, specialty medication focus (oncology, biologics) where prior auth burden is highest, and health system enterprise deployments.
Recent Activity
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Emerging Innovator
Latent is an emerging player bringing innovative solutions to the Healthcare market.
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