{"data":{"type":"company_profile","id":157865,"entity_id":"wefunder:company:157865","attributes":{"canonical_url":"https://wefunder.com/exactrx","generated_at":"2026-06-20T20:57:56Z","updated_at":"2026-06-20T05:01:24Z","entity_ids":{"company":"wefunder:company:157865","slug":"wefunder:company_slug:exactrx"},"profile_visibility":{"owner_published":true,"public_search_results":true,"site_search_listed":true,"privacy_mode":"promote","invite_only":false},"provenance":{"source":"wefunder_public_company_profile","as_of":"2026-06-20T20:57:56Z","claims":{"total_amount_raised":{"source":"FrontCompanySummary#amount_raised","last_verified_at":"2026-06-20T05:01:24Z","as_of":"2026-06-20T20:57:56Z","confidence":"high"},"total_investors":{"source":"FrontCompanySummary#number_of_investors","last_verified_at":"2026-06-20T05:01:24Z","as_of":"2026-06-20T20:57:56Z","confidence":"high"},"active_raise_states":{"source":"Fundraise.visible(nil, nil)","last_verified_at":"2026-05-01T05:02:26Z","as_of":"2026-06-20T20:57:56Z","confidence":"high"},"latest_fundraise_state":{"source":"Fundraise.visible(nil, nil).order(funding_started_at)","last_verified_at":"2026-05-01T05:02:26Z","as_of":"2026-06-20T20:57:56Z","confidence":"medium"}}},"company":{"id":157865,"entity_id":"wefunder:company:157865","slug":"exactrx","name":"ExactRx","tagline":"Refactoring healthcare operations with autonomous checklists","story":"The medical checklist was one of the greatest safety innovations in modern medicine. It was created to guard against human fallibility and to make sure nothing vital was missed when lives were on the line. But over time, its use has drifted.Today, checklists are no longer primarily about protecting patients from error; they are about keeping up with the administrative complexity of care. Across hospitals and ambulatory surgery centers, 100% of facilities rely on thousands of manual tasks such as reviewing forms, locating faxes, and cross-checking codes to deliver and bill for care. These tasks now account for more than $166 billion in administrative waste every year, and over 30% of cases are derailed because of missing or incomplete documentation. Each derailment ripples through the system, blocking OR time, reducing throughput, and costing facilities an average of $5,000 in lost margin per case.Nurses, schedulers, and billing staff spend hours deciphering documentation, reconciling notes, and checking payer criteria. The work has become more about managing systems than serving patients. Non-clinical teams are asked to interpret clinical documentation, while clinical staff are buried under administrative tasks. Burnout is widespread. Every missing lab, unsigned H\u0026amp;P, or outdated authorization not only delays care but compounds financial strain.We believe that while some of the checklist’s role will always be to safeguard human error, much of it has become mechanical, repetitive, and ready for automation. That is where ExactRx comes in.ExactRx’s mission is to restore balance by letting humans focus on judgment, empathy, and care while software manages the routine verification steps that slow down every clinical and financial workflow. The platform transforms static, manual checklists into autonomous systems that validate documentation, flag gaps, and ensure readiness across pre-op, prior authorization, and claims preparation. In short, ExactRx automates the parts of the checklist that no longer require human cognition so people can do the work that only they can do.The Product: Checklists That Check ThemselvesExactRx embeds autonomous, compliance-validated checklists directly within existing EMR workflows, converting the manual work of readiness and claims preparation into a continuous, intelligent process. Instead of human staff checking whether a patient’s documentation is complete, the system knows. It cross-validates orders, labs, and notes against more than 6,000 payer and clinical rules to prevent derailments and lost revenue.The platform’s architecture includes a Modular Orchestration Engine that pre-generates rule sets offline and then applies them in real time. A layered NLP pipeline with a human “checkpoint” improves output accuracy while reducing cost. This structure allows ExactRx to scale efficiently while maintaining defensibility and precision.The platform’s accuracy has been validated through large-scale clinical testing. In a CoPilot-style review, clinicians were asked to either approve or override ExactRx’s recommendations. Across 3,145 surgical decisions, clinicians approved 96% of recommendations at the individual criterion level, demonstrating reliability across complex medical cases and confirming its ability to automate chart-level validation at scale.The product’s design compounds with scale: the more sites ExactRx serves, the smarter and stickier the platform becomes. It learns each facility’s bottlenecks, captures undocumented workflows, and identifies documentation patterns that consistently lead to payer approval, driving both margin expansion and customer retention.Traction and Market OpportunityExactRx targets management service organizations (MSOs), multi-site provider groups, and high-volume procedural networks that manage centralized billing and shared infrastructure across multiple sites. These buyers control scale and demand measurable efficiency gains across operations. Each contract includes a base network license, per-case overage, and success fee tied to recovered or protected revenue, aligning incentives and expanding margins as volume grows. The company is pursuing a $3B TAM across procedural care, with an initial $72M serviceable market concentrated in ASCs, MSO-affiliated practices, and large provider groups.Over the past five months, ExactRx has developed 85 qualified opportunities (~$10M potential), 25 late-stage discussions (~$2.9M), and 7 pre-pilot commitments totaling $750K, with pilots launching in Q1 2026 to generate live data and conversions by Q2 2026.The TeamFew early-stage teams in healthcare AI combine this depth of domain, technical, and commercial expertise.Athena Doshi, CEO – A two-time digital health founder with a prior exit and a $3B book of business in healthcare. Former product leader at Omada Health (250% year-over-year growth) and enterprise operator at Steer Health. Named to Inc. 500 Female Founders 2025 and advisor to the NYC Empire AI initiative.Dr. Jan Krumsiek, PhD, Head of AI – Professor at Weill Cornell Medicine and a pioneer in biomedical AI, systems modeling, and large language models for clinical research.Ellard Li, CTO – Veteran engineering leader with 15+ years of experience building and scaling infrastructure at companies such as Course Hero and Omada.Dr. Gina Cocos, PharmD, Director of Clinical Intelligence – UCSF-trained pharmacist and clinical researcher who bridges payer policy, evidence-based medicine, and automation.Advisors include senior leaders from Ethicon (J\u0026amp;J), Novo Nordisk, and Stanford Medicine, along with practicing surgeons and anesthesiologists from Weill Cornell, Texas Health Surgery Center, and Heartbeat Health.The VisionThe future of healthcare is not just paperless; it is effortless.ExactRx envisions a world where every healthcare facility operates as a smart care system, where every checklist, policy, and task validates itself in real time. Where the cognitive load of remembering, double-checking, and documenting is offloaded to software that is as reliable as the clinicians it supports.Our team believes:“Checklists were designed to protect patients from human error. Today, they should protect clinicians from systemic error.”ExactRx’s purpose is to return time, focus, and financial health to the people who deliver care by ensuring that every checklist checks itself.Future projections are not guaranteed.","location":"New York, NY","website":"https://www.exactrx.ai","total_amount_raised":28900,"total_investors":27,"is_funded":true,"is_active":true,"quality_score":2,"related_urls":["https://wefunder.com/exactrx","https://www.exactrx.ai"]},"media":{"share_image_url":"https://uploads.wefunder.com/uploads/company/header_media_photo/157865/xxl_blob.jpg","logo_url":"https://uploads.wefunder.com/uploads/company/logo/157865/large_blob","header_media_url":"https://uploads.wefunder.com/uploads/company/header_media_photo/157865/standard_blob.jpg","cover_photo_url":"https://uploads.wefunder.com/uploads/company/header_media_photo/157865/standard_blob.jpg"},"links":{"company_url":"https://www.exactrx.ai","linkedin_url":"https://linkedin.com/company/exactrx","twitter_url":"https://twitter.com/exactrxai","instagram_url":"https://instagram.com/exactrx.ai"},"highlights":[],"quick_facts":[{"index":1,"claim_id":"claim-fact-1","value":"The ExactRxAI™ engine achieves 96% criterion-level accuracy across medical cases"},{"index":2,"claim_id":"claim-fact-2","value":"In 5 months, we built a $10M pipeline with $2.9M in late-stage deals and $750K in pilot commitments"},{"index":3,"claim_id":"claim-fact-3","value":"Backed by NSF, Northwestern Medicine, Techstars and leading surgeons across the United States"},{"index":4,"claim_id":"claim-fact-4","value":"Created by serial founders, engineers, and clinicians who first met at Weill Cornell Medicine"},{"index":5,"claim_id":"claim-fact-5","value":"Pilots show $570K+ in recoverable revenue per 6-OR site and breakeven after 24 saved cases"},{"index":6,"claim_id":"claim-fact-6","value":"Honoree of the Fast Company World Changing Ideas Award 2024"}],"team":[{"id":4325708,"entity_id":"wefunder:company_role:4325708","user_entity_id":"wefunder:user:4356226","role":"founder","name":"Athena Doshi","title":"Founder / CEO","bio":"2x healthcare founder, Director of Enterprise Sales at Series A Health IT platform, Product at Omada Health, and Clinical Operations at Heartbeat Health, published researcher with the American College of Cardiology","avatar_url":"https://uploads.wefunder.com/uploads/company_role/custom_photo/4325708/square_blob.jpg?1740527172","profile_url":"https://wefunder.com/athena.doshi","personal_url":"https://www.exactrx.ai","linkedin_url":"https://linkedin.com/in/athenadoshi/","related_urls":["https://wefunder.com/athena.doshi","https://www.exactrx.ai"]},{"id":4326830,"entity_id":"wefunder:company_role:4326830","user_entity_id":"wefunder:user:4356885","role":"founder","name":"Ellard Matthew Cua Li","title":"CTO","bio":"15+ years of engineering management and software development experience at Omada Health and WePay, with expertise in back-end and API development.","avatar_url":"https://uploads.wefunder.com/uploads/company_role/custom_photo/4326830/square_blob.jpg?1761409544","profile_url":"https://wefunder.com/ellard.matthew.cua.li","related_urls":["https://wefunder.com/ellard.matthew.cua.li"]},{"id":4326831,"entity_id":"wefunder:company_role:4326831","role":"founder","name":"Dr. Jan Krumsiek, PhD","title":"Head of AI","bio":"AI/ML Engineer, data scientist, and foremost researcher in metabolomics and multi-omics data analysis, specializing in inferring metabolic networks. 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We just launched our new website, and I wanted to take a moment to say thank you to our investors, partners, and early supporters who have been with us since the beginning. We truly could not do this without you. 100% of hospitals rely on thousands of manual tasks across teams to deliver and bill for care, driving $166B in administrative costs every year. Those manual steps create delays, denials, and friction that waste time for staff and delay treatment for patients who can...","published_at":"2025-11-09T22:42:46Z","author_name":"Athena Doshi","url":"/feed/218421","canonical_url":"https://wefunder.com/feed/218421"},{"id":218418,"entity_id":"wefunder:feed_item:218418","type":"FeedItem::Update","visibility":"public","title":"ExactRx at AAHKS 2025: Time is the most important currency in surgery","preview":"We just got back from the 2025 American Association of Hip and Knee Surgeons (AAHKS) annual meeting - one of the largest gatherings of orthopedic surgeons and ambulatory surgery center (ASC) leaders in the country. This year’s conversations went far beyond implants and robotics. The real topic on everyone’s mind? Time. Surgeons and administrators alike talked about authorization delays, rising cancellation rates, and the pressure to keep operating rooms (ORs) full as reimbursement declines. T...","published_at":"2025-11-09T22:38:51Z","author_name":"Athena Doshi","url":"/feed/218418","canonical_url":"https://wefunder.com/feed/218418"},{"id":211429,"entity_id":"wefunder:feed_item:211429","type":"FeedItem::Update","visibility":"public","title":"ExactRx Showcases Breakthrough AI-Powered Checklist Platform at DOCSF 2025, Highlighting $1.47M in Denial Recovery for Orthopedic Surgery Centers","preview":"This October, our team at ExactRx had the opportunity to share our latest research at the Digital Orthopaedics Conference San Francisco (DOCSF) 2025, where we unveiled how our AI-powered checklist platform is helping surgical teams reduce denials, eliminate administrative friction, and prevent costly delays to care in orthopedic surgery.Our study, “AI-Powered Checklists: Reducing Claims Denials and Delays to Care in Orthopedic Surgery,” was presented by Dr. Gina Cocos, our Director of Clinica...","published_at":"2025-10-25T02:02:47Z","author_name":"Athena Doshi","url":"/feed/211429","canonical_url":"https://wefunder.com/feed/211429"}],"q_and_a":[],"faq":[]}}}