Healthcare Administrative Automation

AI patient billing and revenue cycle platform focused on the patient responsibility portion of provider revenue, which the company notes has risen from roughly 5 percent of provider revenue in 2010 to about 20 percent today and is projected toward 30 percent by decade end. Billie is the AI billing agent, engaging patients across chat, text, email, and voice to answer billing questions, explain what is owed, and take payment, with the company stating it handles the majority of cases and staff step in for exceptions. The platform covers intelligent statements, personalized outreach, payment plans, card on file, autopay, and refunds, plus an eligibility and benefits agent. Positioning is deliberately complementary rather than displacing: the company frames the EHR as the system of record and itself as the system of action on top of it. Integrated with more than 20 leading EHRs via API or FHIR, with a bidirectional Epic integration listed in Connection Hub on the Epic Showroom as of July 2026. Reported footprint is more than 3,000 healthcare facilities with over $1 billion in patient payments processed. Customer reported results include collections increases in the 75 to 300 percent range and average days to collect as low as 12.6. Holds HIPAA, SOC 2 Type 2, PCI DSS, and HITRUST i1 compliance. Backed by Sapphire Ventures and Y Combinator; CEO and co-founder Levon Brutyan.

AI orchestration platform for provider side revenue cycle, founded 2022 and built around the payer relationship rather than internal workflow alone. The company frames itself as an autonomous intelligence overlay rather than a replacement system of record, continuously monitoring aged accounts receivable, commercial denials, and shifting payer behaviour. Two product lines work together: Adonis Intelligence provides detection, alerting, denial clustering, smart worklists, and analytics, while AI Agents execute, navigating third party payer portals to run real time medical necessity and authorization checks, extracting unstructured clinical notes from the EHR to draft and file appeal letters, and progressing claims to resolution. Reported automation covers more than 70 percent of standard claim statusing and appeals tracking routines with a stated 20 to 30 percent reduction in long term revenue cycle operating spend. Available through the Epic Connection Hub. Mount Sinai Health System is a named customer using the platform to identify and prioritize billing exceptions, and Fox Valley Orthopedics reported recovering nearly $200,000 in denials. The company publishes an annual State of Revenue Cycle Management benchmark report, whose 2026 edition found payer denials and reimbursement pressure had overtaken staffing as the primary threat to revenue performance. More than $95 million raised including a $40 million Series C in March 2026; co-founder and CEO Akash Magoon.

Oncology AI reading the full patient chart, founded 2021 on the observation that while software could already handle the roughly 20 percent of medical data that is structured, generative AI made the other 80 percent, the free text notes, tractable. OncoLLM is the underlying platform and the architecture is disclosed with unusual specificity: not one model but a constellation of eight specialized models ranging from 3 billion to 72 billion parameters, working agentically to interpret information at the patient level. Prism is the trial matching application, screening patients with upcoming appointments against all active trials and working in both directions, patient to trial and trial to patient, with continuous tracking. Matches are cited back to pathology, biomarkers, and note level evidence rather than returned as a bare recommendation. The platform has expanded beyond matching into verifiable patient summaries for visit preparation, cancer registry abstraction, and structured data generation for research. Reported results include a 40 percent increase in trial matches, more than 30 percent increase in enrollments, and 67 percent reduction in chart review time, with one NCI designated center reporting 100 percent screening coverage at three times the throughput of manual review. Peer reviewed validation has appeared in Nature Digital Medicine with presentation at ASCO, and a pilot study at the Medical College of Wisconsin Cancer Center covers gastrointestinal, genitourinary, breast, and thoracic teams. Mount Sinai Tisch Cancer Center deployed Prism in January 2026, becoming the first NCI designated Comprehensive Cancer Center in New York City to use it for systemwide matching. More than $36 million raised; co-founders Sarim Khan and Hrituraj Singh.

Generative AI for the provider side revenue cycle, formerly Alpha Health. Unified Automation is the platform: a single engine spanning coding, clinical documentation integrity, prior authorization, and claims, designed to sit on top of existing EHR systems rather than replace them. The architectural argument worth understanding is how it differs from robotic process automation. Rather than recording and replaying screen interactions, which break whenever a payer updates a portal, the company trains models on the behaviour of payer portals, EHR interfaces, and clearinghouse connections so they tolerate interface changes. Modules include Coding Optimizer surfacing missed CPT and ICD-10 codes and compliance risks, CDI Optimizer flagging ambiguous diagnoses and missing specificity, Authorization Advisor handling prior authorization submission and payer specific requirement matching, Auth Status and Claim Status polling payer portals and writing results back to the EHR. The company describes an expert in the loop design that autonomously handles high confidence encounters and escalates edge cases to revenue cycle staff. Models are reported as trained on more than 43 million clinical documents. Reported footprint spans more than 650 hospitals and 6,500 outpatient facilities across all 50 states, with a strategic collaboration with Cleveland Clinic announced to launch revenue cycle AI tools. Customer reported results include a 13 percent reduction in accounts receivable days and 300 or more staff hours saved monthly. Headquartered in South San Francisco; more than $200 million raised.

Health benefits navigation and care platform for self insured employers and health plans, indexed for its AI navigation layer with the surrounding care services as context. WayFinding is a generative AI experience launched in 2024 and scaled through 2025, combining benefits navigation, clinical guidance, and care access in one interface, delivering tailored recommendations from a member's own history so a member can determine what is covered, what it will cost, and where to go. Agentic capabilities were added in January 2026. The company completed a $621 million merger with Accolade in April 2025, taking the formerly NASDAQ listed company private and combining WayFinding and the Cancer Care, Surgery Care, Weight Health, and pharmacy benefit experiences with Accolade's health advocacy, expert medical opinion, virtual primary care, and its True Health Actions platform, which draws on employer data, health plan data, and electronic health records for targeted guidance. The combined organization reports serving more than 20 million members across more than 1,700 employer and health plan clients. Buyers should be clear that this is a hybrid: a substantial share of what is delivered is human advocacy, virtual clinical care, and second opinion services rather than AI. A $126 million Series D in May 2024 was raised specifically to build AI capability. Led by Glen Tullman.

Indexed for the AI capabilities inside the Doctolib platform rather than for the platform itself, which is context under this index's product scoping rule, and the first non US vendor treated this way. Doctolib is the dominant digital health infrastructure provider across France, Germany, and Italy, spanning appointment booking, practice management, and clinical records. Its ambient documentation capability, the Consultation Assistant, is built on technology from the June 2024 acquisition of Typeless, an EPFL and Idiap Research Institute spin off specializing in AI speech recognition, and uses large language models to convert spoken doctor patient dialogue into structured medical text including clinical notes and doctor letters. In November 2025 the company launched an all in one practice management product incorporating three AI assistants, including a telephone assistant that answers calls around the clock, categorizes inquiries, and transfers appointment bookings directly into the Doctolib system; the company reports practices can save up to ten hours per week on administrative tasks. That product launched for general practitioners, pediatricians, and gynecologists with additional specialties planned. The strategic significance is distribution: ambient documentation delivered inside the appointment and record workflow a practice already uses, which is a different competitive position from standalone scribes such as Nabla or Abridge. Note that European regulators treat ambient scribes as software as a medical device, with the UK MHRA classifying them accordingly, so regulatory posture differs from the US market.

AI intelligence platform for life sciences medical affairs, scientific communications, and drug safety, which places it on the medical rather than commercial side of pharma and distinguishes it from vendors excluded from this index for pharmaceutical marketing. The Sorcero Intelligence Platform reads across a reported 263 million publications and 1.3 billion citations globally alongside congress sessions, reports, surveys, CRM interactions, safety cases, and medical inquiries, identifying which key opinion leaders and clinicians are active in specific research areas or treating relevant populations. Sorcero Medical serves medical affairs, with Field Medical Excellence and Insights including an iPad capture app and Congress Intelligence with scientific abstract integration, both introduced March 2026. Sorcero Safety, built with Springer Nature, covers literature and adverse event monitoring for pharmacovigilance. Sorcero MedTech came from the July 2025 acquisition of Axiom Health, extending the platform to medical device real world data and making it a unified platform across pharmaceutical and device organizations. The company describes a trust first approach with hallucination prevention and validated outputs, and an agentic architecture using specialized agents to validate medical information. Reported adoption is a third to 40 percent of the top 30 global pharmaceutical companies. Named a Leader in AI enabled pharmacovigilance software by CB Insights alongside IQVIA, Veeva, and Oracle. Six foundational medical AI patents; 2025 Google Cloud Partner of the Year for Healthcare and Life Sciences. $59 million raised in total including a $42.5 million Series B in November 2025. Co-founded and led by Dipanwita Das.

Payment accuracy and integrity for health plans, and the oldest company in this index by founding date: it began in 1989 and its pre payment editing engine is the former ClaimsXten, with over 30 years of rules and policy content behind it. That history matters to the AI question, because the machine learning sits on top of an established rules engine rather than replacing it. Lyric42 is the orchestration platform, coordinating payment decisions across rules, workflows, policy, and payment accuracy products, and designed to let a plan run a multi vendor strategy through one integration to core systems. Replay is the audit automation engine, using AI to prioritize high impact claims and automate DRG validation, coordination of benefits review, and itemized bill analysis, with the company reporting up to 3x productivity and 4x findings for internal audit teams while reducing dependence on external vendors. LyricIQ provides the analytics layer. The stated framing is decision intelligence producing payment decisions that are independent, verified, and explainable, applied before disputes and rework enter the system. Named 2025 Best in KLAS for Pre payment Accuracy and Integrity, and reports serving more than 100 payers. Headquartered in Newtown Square, Pennsylvania.

Patient financial experience platform for hospitals, health systems, and physician groups, covering the part of revenue cycle the patient actually experiences: the bill. Cedar Intelligence is the AI decision engine personalizing billing journeys across channels, and Kora is the voice agent, launched April 2025 and developed with Twilio, trained on the company's proprietary billing data rather than a general model. Kora resolves common billing inquiries on first contact, explaining charges, identifying payment options, and connecting patients to financial assistance, with sentiment and tone detection, multiple language support including Spanish, and escalation to a live agent with full context when human judgment is required. One year in, the company reports Kora has handled nearly 400,000 patient calls across ten provider organizations spanning Epic and Cerner health systems, physician staffing groups, and large specialty groups, with Gastro Health alone accounting for more than 60,000 calls since September 2025. Kora Outbound extends the agent to proactive engagement of harder to reach patients. The company reports its platform data foundation exceeds one billion patient interactions. Its own published research is unusually pointed for a vendor: 40 percent of collectible dollars on its platform now come from uninsured patients, up 54 percent in three years, and it argues that billing experiences designed for financially stable patients are failing those under the greatest strain.

Health data interoperability API with an AI enrichment layer on top. The base capability is retrieval: a single bidirectional API querying national health information networks including CommonWell, Carequality, and eHealth Exchange plus ADT feeds and prescription data, reaching a reported 320 million patient records across more than 70,000 healthcare organizations, with the company stating it locates roughly 90 percent of patients nationally. The Particle Insights Platform is where the AI sits, built on three stated pillars: enhanced data quality through parsing that surfaces critical elements, enrichment by integrating additional sources, and usability through normalization and deduplication. Snapshot applies AI powered summarization to condense retrieved records, and the company has built an AI discharge summary product. Its published engineering writing is unusually candid about the underlying problem, describing why template based CCDA parsing loses clinically important medications and why identity resolution rather than event delivery is the real failure mode in discharge alerting. Buyers are health technology companies, telehealth and remote monitoring vendors, care management organizations, and payers rather than provider organizations directly.

Indexed for the AI capabilities inside the Veeva Vault platform rather than for the platform itself, which is context under this index's product scoping rule. Veeva (NYSE: VEEV) is the dominant software platform for life sciences, spanning clinical, regulatory, safety, quality, medical, and commercial, with customers including Novo Nordisk, Gilead, Bristol Myers Squibb, Merck, Roche, Moderna, and BioMarin. Veeva AI Agents became available in December 2025, initially for Vault CRM (Free Text Agent flagging issues in call notes, Voice Agent for spoken input, Pre-call Agent assembling context) and PromoMats (Quick Check Agent scanning promotional content against brand and regulatory guidelines before medical, legal, and regulatory review, and Content Agent assisting reviewers). Agents are built on large language models from providers including Anthropic and Amazon, hosted on Amazon Bedrock but operating inside the Vault environment, accessible through the Vault interface or API and customizable through Veeva's AI framework. Safety and quality agents are reported live, with clinical and regulatory agents tied to the 26R2 release. Availability matters here and is stated rather than blurred: two further announced product lines are not yet available. Falcon, a separate platform for standardized agentic labor covering trial master file intake, safety case processing, and health authority interaction management, targets late 2026 for early adopters, and Agentic Authoring, which drafts submissible regulatory documents, is expected in late 2027. Neither is indexed as a shipping capability.

Prior authorization decision support for health plans and pharmacy benefit managers, the third payer side vendor in this index alongside Cohere Health and Alaffia, and the one weighted toward pharmacy benefit rather than medical. BanjoPA automates the end to end workflow: the CARE engine extracts information from faxed or digital prior authorization requests, validates and maps it to case fields, then matches the case against the payer's own clinical criteria. The distinguishing technical step is that CARE transforms dense clinical guidelines into decision trees, converting narrative coverage policy into an executable structure, and the platform reads prescriber notes directly from the EHR rather than relying on manual data entry or fax and phone follow up. The company states its model matches each request against the specific payer's rules rather than applying generic AI, and that every AI generated recommendation carries detailed evidence and an explanation. BanjoA&G extends the same approach to appeals and grievances. Positioned around CMS-0057-F interoperability and prior authorization compliance. Holds HITRUST r2 certification. Named implementation with Navitus, a large transparent pass through PBM owned by SSM Health and Costco serving over 18 million lives, expanded across employer and health plan lines including Medicare and Medicaid in December 2025. Founded by Saar Mahna.

Conversational AI agent platform built for healthcare since inception rather than adapted to it, spanning call centers, websites, SMS, and mobile apps. The architecture is deliberately hybrid: large language models combined with a proprietary conversational engine, small language models tuned for healthcare, and knowledge graphs purpose built for the domain, which the company positions as more controllable than a general model alone. Agents integrate through API into EHRs and CRMs to complete tasks autonomously, including registration, routing, scheduling, and prescription refills, with contextual transfer to a live human when needed, and all interactions captured in a Patient Intelligence Dashboard. The company reports resolving up to 85 percent of routine patient interactions, deployment across more than 45 to 50 US health systems, and over 30 million patients engaging with its agents. Named clients include Intermountain Health, Baptist Health, Hackensack Meridian Health, and Bon Secours Mercy Health, which also invested. Founded 2018 by Israel Krush and Rom Cohen as a Cornell Tech spinout with offices in New York and Tel Aviv; $95 million raised in total including a $45 million round in October 2025 led by Healthier Capital with ServiceNow Ventures participating. Named to Fierce Healthcare's Fierce 15 for 2026.

Clinical intelligence platform sold to health plans, spanning utilization management, payment integrity, appeals, care management, and policy management. The company states it is sold to health plans, and that providers and manufacturers do not license the platform, which makes it payer side alongside Alaffia. Cohere Unify combines a reported 350 or more clinically trained AI models with workflow automation and human review to auto determine prior authorization requests in real time, and Cohere Connect provides the prior authorization APIs, reported to have carried more than 15 million submissions and to support 47 million payer provider interactions annually. The critical design fact is the direction of automation: the company reports up to 85 percent real time approvals and states explicitly that remaining submissions are reviewed by a clinician before final determination, meaning the model approves and humans decide the rest. Additional products include Cohere Review Assist for acute inpatient care, Cohere Policy Studio, and a Payment Integrity Suite extended through the September 2025 acquisition of ZignaAI. Reported outcomes include care access 70 percent faster than traditional processes, up to 9x return on investment, 94 percent provider satisfaction, and a provider NPS of 67. Named plan relationships include Humana and Geisinger. $90 million Series C in May 2025.

AI agent platform for healthcare operations, spanning patient access, revenue cycle, and care operations rather than a single workflow. Agents automate patient intake and registration, appointment scheduling, insurance eligibility verification, prior authorization, denial management, patient payment estimates, referral processing, and post visit follow up, each running a defined workflow end to end. Flow Builder is a no code interface that lets an organization's own IT and non technical staff build, train, and deploy agents, which places it alongside Bunkerhill and XCaliber as a build your own platform rather than a fixed product set. Integration is unusually pragmatic and is the stated differentiator: the company uses whichever method reaches the field, including APIs, RPA, and HL7, reading and writing structured and unstructured data across Epic, Oracle Health, MEDITECH, athenahealth, and payer portals. Named health system deployments include Intermountain, Trinity Health, and MUSC. Published customer results include a health system reaching 64 percent voice containment with roughly $360,000 annual savings, and an insurance FAQ voice assistant answering all inbound calls at a stated $4 saving per call. Backed by Greylock and ICONIQ Growth.

Agentic patient services platform for pharmaceutical manufacturers, automating the post prescription access journey that determines whether a prescribed therapy ever reaches the patient. Named agents handle distinct functions: a consent agent manages opt in for sharing patient health information across manufacturers, specialty pharmacies, and provider hubs; a marketing agent personalizes educational outreach from multi source data; and an enrollment agent accelerates virtual hub enrollment by automating document verification, form completion, and payer navigation around the clock. Ships modular pre configured solutions including automated annual reverification, digital enrollment, bridge to copay sweeps, and click to agent conversational interfaces. The company positions itself as an alternative to traditional labor intensive hub models, where enrollment and reverification are handled by large human teams. Formerly Lifelink Systems, founded 2015; Precision AQ made a strategic investment in 2025 and named an incoming chief executive.

AI native revenue operations platform for post acute care providers including home health, hospice, home care, and nursing homes, a segment the larger revenue cycle vendors largely do not serve. Automates the referral to reimbursement cycle across revenue assurance, smart intake, authorization autopilot, billing operations, and platform intelligence. The model identifies upstream data, documentation, and coverage risk inside the EMR to prevent denials before submission, centralizes and auto extracts referrals arriving by fax, email, and portal, automates prior authorizations from submission through renewal, and resolves claims to cash through posting, reconciliation, and prioritized denial follow up. Routine work is automated while exceptions surface to human billers who make the decisions. Voice agents for insurer information requests are in development. Founded 2025 by Kevin Calcado and JJ Ram; $4.4 million seed in January 2026 led by Maverick Ventures with Peak XV, Y Combinator, and executives at large post acute providers participating.

Agentic operating system positioned as a coordination layer across the systems a provider already runs rather than a replacement for them, on the premise that health systems accumulated EHRs, billing platforms, and scheduling tools over two decades without ever acquiring a layer to coordinate between them. Merlin is the role based agent line, and Patient Navigator, the first shipped agent, spans scheduling, prescription refills, outreach, intake, referrals, prior authorization, and billing resolution. The architecture is deliberately semi autonomous: agents run routine administrative workflows end to end and act across silos in real time, while a human in the loop structure keeps teams in control of critical decisions, with the degree of autonomy varying by whether a task is operational or clinical. The platform blends generative AI with traditional machine learning and microservices so deterministic tasks stay deterministic. Reports processing more than 8 million chart updates and generating over 160,000 EHR updates daily across more than 700,000 unique patients, with the navigator agent saving providers an average of six hours of manual work per day on refills alone. EHR integrations include Epic, Cerner, athenahealth, and eClinicalWorks, with listings on the athenahealth and AVIA marketplaces. Led by co founder and CEO Prakash Khot, previously a co founder of Skyflow; $6.5 million seed announced May 2026. Headquarters is reported as Andover, Massachusetts in funding announcements and as Plano, Texas by Crunchbase; this record does not resolve the discrepancy.

Agentic AI for health plan claims operations, and the only payer side vendor in this lane: the buyer is the plan rather than the provider. Covers the full claims lifecycle across payment integrity, utilization management, and appeals. Proprietary optical character recognition digitizes unstructured itemized bills and medical records, agents extract and structure clinical facts and cross reference a claim against the complete patient record, clinical criteria, and policy guidelines, automating routine cases and prioritizing high value claims for human review. A generative assistant helps reviewers summarize records, source guidelines, and draft determination responses. The company states it deliberately avoids black box denial algorithms: every recommendation carries a clinical rationale and traceable citations, and licensed clinicians validate and sign off. Maintains SOC 2 Type II, HIPAA, and HITRUST. Reports saving health plans more than $120 million, over 20 percent average savings on high cost facility claims, and go live in roughly 30 days. Founded 2020 by siblings TJ Ademiluyi and Adun Akanni; $55 million Series B in February 2026 led by Transformation Capital, bringing total funding above $73 million.

Indexed for the AltitudeAI product suite rather than for the underlying revenue cycle platform, which is treated as context under this index's product scoping rule. AltitudeAI, launched January 2025, brings the company's AI capabilities under one brand across a cloud based RCM platform serving a reported one million providers and processing more than six billion transactions annually, reaching roughly half of US patients. AltitudeCreate applies generative AI to autonomously draft appeal letters for denied claims, drawing on a library of more than 1,100 payer specific appeal templates. AltitudePredict uses predictive analytics to score and prioritize denied claims by expected cash value and likelihood of being overturned. AltitudeAssist, in Claim Manager, converts user prompts into automated denial prevention recommendations that fix issues before submission, which the company reports compresses a three day process to roughly three minutes. The company reports early AltitudeAI results of appeal package creation three times faster, saving about 16 minutes per package. Publicly traded (NASDAQ: WAY).

Patient communications platform with AI virtual agents across voice, text, and web, formerly WELL Health. Not to be confused with ArteraAI, a separate prostate cancer AI company at artera.ai. The Harmony platform coordinates agentic AI across the patient journey with staff able to take over at any point and full conversation history retained, covering self scheduling, intake, forms, referrals, and billing questions. Flows Agents apply natural language understanding to automate multi step patient conversations, and AI Co-Pilots assist staff with translation, message shortening, and conversation summaries. The company reports more than 1,000 provider organizations including specialty groups, federally qualified health centers, large IDNs, and federal agencies, roughly 2 billion communications annually across 109 languages, and engagement with 100 million patients a year. Artera Government Solutions serves the Department of Veterans Affairs, Department of Defense, and Indian Health Service sites. In May 2026 the company introduced an AI services model pairing the platform with its own build teams. Raised a $65 million growth round in December 2025.

Automates HIPAA Expert Determination, the statistical de-identification standard that governs whether a health dataset can lawfully be used for analytics, research, or model training. The platform detects and remediates PHI entities in structured and unstructured data, assesses re-identification risk, and produces a signed determination opinion from qualified statisticians, an approach the company describes as expert in the middle: automated analysis with human certifier sign off. Unlike Safe Harbor, which strips 18 fixed identifiers, Expert Determination is scoped per dataset and preserves more analytic utility. For AI training corpora the platform replaces real PHI with synthetic entities rather than redacting, so text remains natural for model training. Deploys inside the customer's VPC, on premises, or air gapped environment as container images. Originated in healthcare and is extending the same methodology to financial, consumer, and AI training data, which buyers should weigh when assessing healthcare specific depth.

AI platform for inbound healthcare document and referral operations. RaeLM, the company's proprietary vision language model, reads unstructured inbound material including faxes, scanned forms, and handwritten documents, extracts the clinical and administrative data, and evaluates it against payer criteria to flag likely denials before submission. The vendor reports RaeLM was trained on more than 100 million anonymized healthcare documents, 2.3 billion data fields, and 8,000 sets of payer criteria, and that the platform processes more than 10 million documents a month for over 150 healthcare organizations. Tennr Network gives referring providers, receiving providers, and patients shared referral status visibility. Voice AI for referral phone workflows was added in 2026. Raised $162 million total, including a $101 million Series C led by IVP in June 2025 at a $605 million valuation.

No code AI workflow automation for pharmacy and healthcare operations, with a center of gravity in 340B program compliance. The platform screens 340B eligible claims, uses language models to investigate unstructured EHR data for referral based savings, and automates rebate reporting, Maximum Fair Price reconciliation, intake, and prior authorization. Referral Agent, launched June 2026, is positioned by the company as the first AI agent purpose built for 340B referral capture. The vendor reports customers including Tampa General Hospital, Renown Health, and Salinas Valley Health, more than 100 healthcare organizations on the platform, and customer reported reductions in manual work of up to 97 percent. Founded by Joy Liu, previously an operator at a health system specialty pharmacy company. Raised a $50 million Series B in 2025.