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Anterior Snags $40M to Speed Care Approvals with AI

Your Health 247 by Your Health 247
February 14, 2026
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New York-based startup Anterior raised $40 million this week to deal with one among healthcare’s most generally loathed ache factors: administrative medical work inside well being plans, particularly prior authorization.

The spherical brings the corporate’s general fundraising complete to $64 million since its founding in 2023. Traders embrace Sequoia Capital, NEA, FPV and Kinnevik.

For many years, sufferers have grown used to a system wherein they’ve to attend days or perhaps weeks for care approvals — driving up prices, degrading the affected person expertise and exacerbating a medical burnout disaster. Clinicians and payers typically spend hours navigating approval processes, however giant language fashions, when designed responsibly and overseen by clinicians, can automate roughly 90% of this administrative work, in line with Anterior CEO Abdel Mahmoud.

“Clinicians develop into supervisors of AI fairly than processors of paperwork,” he remarked. 

He famous that general-purpose giant language fashions can help some well being plan duties however lack the accuracy and integration required for routine use in healthcare. Anterior focuses on adapting AI for payer workflows, with added oversight and controls to make them usable in day-to-day operations.

Primarily, the startup focuses on the “final mile” that makes giant language fashions usable in healthcare — fixing for accuracy, security, integration and auditability, Mahmoud defined. He argued that AI typically fails for payers not due to the fashions, however due to the implementation. Anterior embeds each engineers and clinicians instantly with prospects to tailor the expertise to current workflows, take a look at its outputs and assist employees use it in apply.

The platform additionally gives modular actions — reminiscent of studying faxes, deciphering medical information in opposition to tips and changing coverage PDFs into resolution logic — that well being plans can mix to automate their employees’s workflows at scale.

“On the core, we now have a medical AI reasoning platform,” Mahmoud acknowledged.

Anterior costs its well being plan prospects based mostly on the worth its expertise creates, so pricing varies by use case and can even embrace task-based charges, reminiscent of per auto-approved prior authorization.

Within the startup’s deployment with Geisinger Well being Plan, its system is approving most cancers look after sufferers in roughly 155 seconds — versus the weeks it beforehand took, Mahmoud mentioned.

“Meaning a most cancers affected person can get their care accredited whereas they’re nonetheless sitting within the session room,” he declared.

This not solely results in quicker selections, but additionally decrease prices resulting from diminished administrative work and fewer employees time spent on approvals.

Mahmoud views Anterior’s rivals in two classes, the primary being level options for particular well being plans’ workflows.

“We now have a whole lot of respect for what they do. We’d intersect on some workflows, however Anterior is constructing one thing broader: a medical AI mind that works throughout the complete vary of well being plan workflows, from prior authorization to care administration to fee integrity to danger adjustment,” he defined.

The second group is the Large Tech firms. Mahmoud says that Anterior’s relationship to firms like Anthropic and OpenAI is extra “co-petitive” than aggressive, as he sees them as potential companions.

Wanting forward, Mahmoud mentioned the brand new funding will go towards increasing Anterior’s deployments with well being plans, constructing extra integrations and scaling the groups that work with prospects to implement the expertise.

Picture: Sakchai Vongsasiripat, Getty Photographs



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