Fourier Health

What are the three products?

• Fourier Intake: the vendor claims it automatically ingests, classifies, sorts, labels and uploads inbound records, with clinician-verified outputs and 80% less manual entry.
• Fourier Insights: configurable specialty summaries in the EHR, covering pre-visit status, patient summary, decision support, care gaps and an index file, each cited to source with clinicians in the loop.
• Fourier Infrastructure: structured, de-identified data through an API, with more than 10 million labeled data points cited.

The vendor calls the system model-agnostic ("bring your own model, ours, or a stack of both") and shows logos for Claude, Google, OpenAI, RAG and in-house models.

Who founded it and who funded it?

Christopher Lee, PhD is CEO. He previously co-founded InfiniteMD, which Alight Solutions acquired through ConsumerMedical in 2021. James Lloyd is CTO, a co-founder and former CTO of Redox and a former Epic engineer. Press coverage puts headquarters in Miami and Crunchbase lists New York.

Finsmes and Axios reported the seed round around October 17, 2025, led by Yosemite with Innospark Ventures, NextGen Venture Partners and Tau Ventures. In the Axios interview the CEO said a Series A was planned in 12 to 18 months.

How good are the numbers?

All performance figures are the vendor's, with no method shown: 26 million pages processed, an 83.9% reduction in records reviewed per patient, 84.8% of clinical information captured, and an F1 score of 0.82 or higher, "up to 32x" better than leading LLMs. No peer-reviewed evaluation exists.

Two case studies on the vendor's site report results. A 34,000-patient academic system cites $655K+ in net annual savings, 7.4 FTE-years reclaimed and a 3.5-month payback. Another system with 18,000 outside referrals a year says intake fell from 28 days to 17. Customer logos on the homepage include Mayo Clinic, One Oncology and TN Oncology.

Which EHRs, and what do the badges say?

The homepage says Fourier embeds into Epic, Cerner and Athena "and others", with MEDITECH and custom feeds among the delivery logos. SOC 2 Type II and HIPAA badges appear with no linked report on the homepage. Pricing is handled by demo request.

The verdict

The case the product addresses is a health system or specialty network with a heavy flow of outside records, such as the system in the vendor's case study that receives 18,000 outside referrals a year.