← All Categories

Clinical Trials AI

The clinical trials AI companies and vendors automating trial operations: patient matching and recruitment, site selection, and protocol feasibility. Evaluation should focus on matching accuracy evidence, integration depth with EHR and registry data sources, and enrollment outcomes at named sponsors or sites. Patient facing recruitment workflows process PHI and require the same consent and BAA scrutiny as provider side tools.

The short answer

The AI Health Index grades 52 clinical trials AI vendors on the same fifteen capability axes it applies to every other category, drawn from a graded population of 670, so this roster is a published list rather than a set of vendor claims. The companies in it do three jobs that buyers routinely conflate: finding and screening participants, running the trial and capturing its data, and analyzing the result. A vendor strong at one is frequently untested at the others. The sharpest figure in the category is that 0 of 52 vendors earn an A on AI Liability and Recourse, which carries further here than in most categories, because the person who bears the consequence of a bad screening model is a trial participant rather than the sponsor who bought the software.

Buyer guide

Best clinical trials AI →

This category graded on all fifteen axes, including why most of the field does not call itself a trials vendor, and the axis pair no company clears: a published business associate agreement posture together with a documented account of what happens to patient data.

Vendors in this category

52 indexed

Vendor	Category	AI Centrality	Website
S Scoop Scoop provides a hosted workspace for preparing and maintaining investigational new drug submissions. Regulatory affairs teams upload scientific reports, chemistry and manufacturing packages, and…	Clinical Trials AI	A	scooplabs.ai
P PhaseV PhaseV provides clinical development software for pharmaceutical sponsors, biotechnology companies, and contract research organizations. Its analytical modules help teams identify treatment…	Clinical Trials AI	A	phasevtrials.com
P Peer AI Peer AI provides regulatory document authoring software for pharmaceutical companies, biotechnology developers, and contract research organizations. Specialized agents prepare protocols, clinical…	Clinical Trials AI	A	getpeer.ai
H HealthKey HealthKey helps research practices find potential clinical trial participants in their existing patient records. Teams supply a protocol's inclusion and exclusion criteria, and the software applies…	Clinical Trials AI	A	gethealthkey.com
C CluePoints CluePoints provides clinical trial data quality and oversight software for pharmaceutical sponsors and contract research organizations. Its suite combines central monitoring, site oversight, medical…	Clinical Trials AI	B	cluepoints.com
A Alleviate Health Alleviate Health provides conversational recruitment software for clinical research sites. Its agents contact potential participants, ask initial eligibility questions, and arrange an on-site visit…	Clinical Trials AI	A	alleviatehealth.care
H Health Universe Health Universe combines patient record retrieval with AI agents in an organizational clinical workspace. Health systems, specialty networks, researchers, and life sciences teams can gather records…	Health System AI Platforms	B	healthuniverse.com
L Lunit SCOPE Lunit SCOPE is the pathology AI line of Lunit, the Seoul medical AI company. Drug companies, contract research organizations and digital pathology platforms use it to measure cancer biomarkers on…	Digital Pathology AI	A	lunit.io
N Noetik Noetik builds AI models of how tumors behave and licenses them to drug companies for cancer research. The models help researchers find targets, run virtual experiments and predict which patients will…	Drug Discovery AI	A	noetik.ai
I Immunai Immunai occupies a different position from most of this category. It is not developing its own drugs. It sells pharmaceutical companies an understanding of the immune system, and it has been paid…	Drug Discovery AI	A	immunai.com
V Vivalink Vivalink sells the sensing and data layer that other organizations build monitoring products on. Its platform combines reusable medical grade wearables (an ECG patch, a temperature monitor, an oxygen…	Remote Monitoring & Chronic Care	C	vivalink.com
S Sibel Health Sibel Health makes soft, flexible, wireless sensors that stick to skin and monitor vital signs without cables. The ANNE platform pairs a chest sensor (electrocardiography, heart rate, respiratory…	Remote Monitoring & Chronic Care	C	sibelhealth.com
H Huma Huma sells a regulated platform that other organizations configure into their own clinical software, and now describes itself as an operating system for AI in regulated industries. The Huma Cloud…	Remote Monitoring & Chronic Care	C	huma.com
A Aetion Aetion makes the Aetion Evidence Platform, software for designing and running real-world evidence studies on health data. Datavant completed its acquisition of Aetion in July 2025, and the platform…	Clinical Trials AI	C	datavant.com
T Truveta Truveta is owned by 30 US health systems that contribute de-identified health records every day to a shared research dataset. Founded in 2020 and based in Bellevue, Washington, it holds records for…	Clinical Trials AI	B	truveta.com
A Averbis Averbis is a Freiburg company that turns unstructured clinical documents, mostly in German, into structured data. It was founded in 2007 by Philipp Daumke and Kornél Markó, moved from services to…	Clinical Summarization & Chart Review	B	averbis.com
D Deciphex Deciphex is a Dublin company founded in 2017 by Donal O'Shea, its chief executive, addressing the shortage of pathologists. Its chief medical officer is Runjan Chetty. It closed a 31 million euro…	Digital Pathology AI	C	deciphex.com
A Aignostics Aignostics builds foundation models for computational pathology and sells them, and applications built on them, to biopharmaceutical companies for target discovery, translational research, clinical…	Digital Pathology AI	A	aignostics.com
A Anumana Anumana builds neural network software that reads a standard 12-lead ECG for disease the trace does not visibly show. Its FDA-cleared ECG-AI models detect low ejection fraction in adults at risk of…	Diagnostics & Genomics	A	anumana.ai
L Layer Health Layer Health is a Massachusetts Institute of Technology spin out, founded in 2023 and based in Boston, applying large language models to clinical chart review. Its chief executive is David Sontag, an…	Clinical Summarization & Chart Review	B	layerhealth.com
G Guardant Health Guardant Health is a publicly traded precision oncology company (Nasdaq: GH), founded in 2012 and based in Palo Alto, California, that runs blood and tissue cancer tests in its own laboratories.…	Diagnostics & Genomics	B	guardanthealth.com
L Linus Health Digital cognitive assessment platform that scores drawing, speech and stylus behavior with machine learning models. The flagship Core Cognitive Evaluation combines the Digital Clock and Recall (DCR),…	Clinical Decision Support	B	linushealth.com
O Octozi New York company applying AI agents to clinical trial data operations: data cleaning, medical data review, safety review and reconciliation, medical monitoring and clinical operations, across five…	Clinical Trials AI	B	octozi.com
U Unlearn.AI San Francisco company whose Digital Twin Generators, disease specific machine learning models trained on historical patient level data, forecast how each clinical trial participant would progress…	Clinical Trials AI	B	unlearn.ai
M Mendel San Jose company whose Hypercube platform abstracts and reasons over unstructured patient records for chart review, cohort building, and clinical trial prescreening. Its stated technical…	Clinical Trials AI	A	mendel.ai
Q QuantHealth Clinical trial simulation company with offices in Tel Aviv and Worcester, Massachusetts. Its platform predicts how individual patients would respond to an investigational therapy, drawing on a…	Clinical Trials AI	A	quanthealth.ai
I Indica Labs Albuquerque based digital pathology company whose HALO AP Dx platform is FDA 510(k) cleared for primary diagnosis with named scanners (K232833 with the Hamamatsu NanoZoomer S360MD; K252762 adding the…	Digital Pathology AI	C	indicalab.com
A Aiforia Finnish deep learning pathology company, listed in Helsinki, selling cloud based image analysis for clinical diagnostics and preclinical research. Its Aiforia Clinical Suites cover breast, lung,…	Digital Pathology AI	A	aiforia.com
P PathAI Digital pathology company selling the AISight image management system and its own AI algorithms. AISight Dx is FDA 510(k) cleared (K243391, June 2025) for primary diagnosis with four named scanners…	Digital Pathology AI	B	pathai.com
D Dyania Health Medical AI company, with offices in Jersey City and Athens, whose Synapsis AI model reads full electronic medical records and answers specific clinical questions from structured and unstructured data…	Clinical Trials AI	A	dyaniahealth.com
P Proscia Digital pathology software company whose Concentriq platform manages, displays and analyzes whole slide pathology images for clinical laboratories and life sciences organizations. Its diagnostic…	Digital Pathology AI	C	proscia.com
P Paradigm Health Clinical trial platform that embeds patient identification, eSource and data capture inside provider organizations so trials can run in routine care, paired with its own recruitment coordinators and…	Clinical Trials AI	B	paradigmhealth.ai
N Nucleai Tissue intelligence company for drug development, applying computer vision and machine learning to H&E, immunohistochemistry, multiplex imaging and spatial transcriptomics and linking tissue features…	Digital Pathology AI	A	nucleai.ai
S Samay Respiratory diagnostics company developing Sylvee, a chest worn wearable that projects low frequency sound into the lungs and analyzes the returning resonance with machine learning to measure lung…	Remote Monitoring & Chronic Care	A	samayhealth.com
4 4baseCare Precision oncology company running hospital linked genomics laboratories in India, the United Arab Emirates, Nepal and the Philippines. Its TARGT tests range from a 92 gene panel to whole exome and…	Diagnostics & Genomics	B	4basecare.com
E Edison Scientific Edison Scientific is the commercial spinout of the nonprofit research lab FutureHouse, formed in November 2025 to run its AI scientist platform. Its flagship agent, Kosmos, takes a research objective…	Drug Discovery AI	A	edisonscientific.com
T Triomics Oncology AI that reads the whole patient chart. OncoLLM, a family of oncology-tuned models tuned further on each institution's records, reads every note, report, scan and fax and returns structured…	Clinical Trials AI	A	triomics.com
S Sorcero Washington, DC company whose AI and data platform serves the medical side of life sciences: medical affairs, scientific communications and pharmacovigilance. The Sorcero Intelligence Platform draws…	Clinical Trials AI	B	sorcero.com
I IQVIA Research Triangle Park, North Carolina provider of clinical research services, health data and technology to life sciences companies. IQVIA.ai, launched in March 2026 with NVIDIA, is a platform and…	Clinical Trials AI	B	iqvia.com
V Veeva Systems Pleasanton, California provider of Vault, the cloud platform life sciences companies use across clinical, regulatory, safety, quality, medical and commercial work, with more than 1,500 customers.…	Clinical Trials AI	C	veeva.com
Medidata New York clinical trial software company, a Dassault Systemes brand, whose platform is anchored by Rave data capture and used across tens of thousands of trials. Since July 2026 its AI capabilities…	Clinical Trials AI	B	medidata.com
Saama Campbell, California company selling a clinical data platform and AI modules to pharmaceutical and biotechnology sponsors and contract research organizations. Smart Data Quality uses models to find…	Clinical Trials AI	B	saama.com
Atropos Health Real world evidence generation, spun out of Stanford's Green Button project in 2020 and built to answer the question a clinician actually has at the bedside when no trial covers their specific…	Clinical Reference & Evidence	A	atroposhealth.com
Owkin Tech bio company building what it calls an AI scientist for biopharma research and development, combining biological reasoning models, a multimodal patient data network and agentic software. Its…	Drug Discovery AI	A	owkin.com
BostonGene Precision oncology company in Waltham, Massachusetts, combining sequencing in its own CAP accredited, CLIA certified laboratory with models of tumor and immune biology. The Tumor Portrait test, a…	Diagnostics & Genomics	B	bostongene.com
Iterative Health Iterative Health, legally Iterative Scopes, Inc., is based in Cambridge, Massachusetts and runs two businesses under one name: a cleared AI device for colonoscopy and a clinical research site…	Radiology & Imaging AI	A	iterative.health
Novellia Real world data company built on records patients choose to contribute. Patients use a free app and web platform to pull their records from more than 50,000 US health systems, labs and clinics (Epic,…	Clinical Trials AI	B	novellia.com
Medable Palo Alto company whose clinical trial platform runs electronic outcome assessment, electronic consent, televisit and participant apps for decentralized, hybrid and site based studies, now with an…	Clinical Trials AI	B	medable.com
Verily Health Precision health company, renamed Verily Health in April 2026 when it became independent of Alphabet (Alphabet remains a significant minority investor after a $300 million round led by Series X…	Remote Monitoring & Chronic Care	B	verily.com
Massive Bio Oncology clinical trial matching and enrollment company based in Boca Raton, Florida. Its SYNERGY-AI platform extracts clinical and biomarker details from patient records and matches patients against…	Clinical Trials AI	B	massivebio.com
Insilico Medicine Insilico Medicine is a generative AI drug discovery company (HKEX: 3696), headquartered in Cambridge, Massachusetts with operations in Hong Kong, Abu Dhabi and Shanghai, that both licenses software…	Drug Discovery AI	A	insilico.com
Tempus Tempus is a precision medicine company listed on NASDAQ as TEM and based in Chicago, whose core business is molecular laboratory testing. This record covers its software for clinicians. Next reads…	Clinical Decision Support	B	tempus.com

Citable summary

Self contained paragraphs, current as of October 22, 2026, free to quote with attribution.

Which AI clinical trials companies the AI Health Index grades, and how the field separates

The AI Health Index maintains a clinical trials AI category of 52 vendors inside a graded population of 670, verified as of October 22, 2026. Outside of AI Centrality, Clinical and Operational Evidence is the axis this category performs best on, with 10 of 52 vendors earning an A, which is worth pausing over: these are the products that exist to generate evidence for other people, and most of them publish none about themselves. Regulatory standing is thinner again, at 7 vendors reaching an A on FDA and Regulatory Status. The axis that actually separates the field for a sponsor is Autonomy and Oversight Model, where 0 of 52 earn an A, because a screening model that runs without a human reader has made an enrollment decision rather than a suggestion.
Source: AI Health Index, October 22, 2026

Why price is the hardest thing to learn about a clinical trials AI vendor

Commercial Transparency is the weakest commercial axis in this category. The AI Health Index grades 1 of 52 clinical trials AI vendors at an A and 4 at an A or a B, verified as of October 22, 2026. The pattern is structural rather than evasive: most of these products are sold per study or per site against a scope negotiated before any number exists, so there is often no list price to publish. The consequence for a buyer is that comparison has to run on something other than cost. The AI Health Index grades a vendor higher for publishing the unit it charges on than for publishing a figure, because the unit is the part that survives contact with a real protocol.
Source: AI Health Index, October 22, 2026

Common questions

Which AI clinical trials companies should a sponsor evaluate?

Start from a published roster rather than a vendor assembled shortlist. The AI Health Index grades 52 clinical trials AI vendors on fifteen capability axes, inside a population of 670, with a verification date on every record. The practical filter is the job to be done. Participant finding and prescreening vendors work against site and claims data and should be read on Setting and Specialty Coverage and on Autonomy and Oversight Model. Trial conduct and data capture vendors should be read on EHR and Interoperability Depth, where 2 of 52 earn an A and 27 reach an A or a B, because the value there is whatever the system can pull without a coordinator retyping it. Analysis vendors should be read on Model and Technology Transparency. The AI Health Index publishes no composite score, because a vendor excellent at recruitment and untested at conduct is not usefully described by one number.

Which clinical trial partner offers the best AI driven patient recruitment services?

The AI Health Index does not name a single best partner, and its own grades show why: recruitment performance depends on the therapeutic area and the site network, so the same vendor can be the right answer in oncology and the wrong one in rare disease. What the index does publish is each vendor evidence position. Of the 52 vendors in its clinical trials AI category, 10 earn an A on Clinical and Operational Evidence, meaning a published result with a stated method behind it. For recruitment specifically, ask a vendor what its screen failure rate was on a study resembling yours and what denominator produced that figure. A partner who can answer sits in a different class from one quoting an enrollment lift with no comparison arm, and the AI Health Index grades that difference rather than the claim.

Do clinical trials AI vendors publish their pricing?

Mostly not. The AI Health Index grades 1 of 52 clinical trials AI vendors at an A on Commercial Transparency, with 4 reaching an A or a B, verified as of October 22, 2026. Price disclosure is one of the most closed axes across the whole index, and this category sits below even that. Choosing not to publish a price earns a C on this index rather than a failing grade, because a negotiated enterprise sale is a legitimate way to sell software. Publishing something a buyer cannot act on is what earns a D. The question that recovers most of the missing information in one move is what the vendor charges per, rather than how much.

How does the AI Health Index grade clinical trials AI vendors?

On fifteen capability axes, researched from public sources, with the date of last verification published on every record. Grades run A to D and describe what an outside buyer can verify on that date, not how good the product is, so a low grade records an absence far more often than a defect. No vendor pays for inclusion, for a grade or for placement, and the index publishes no composite score because the axes measure different things and averaging them hides the one that would have stopped a purchase. A vendor that publishes more is regraded, and the change is logged.

Do vendors pay to appear in the AI Health Index clinical trials ai category?

No. The AI Health Index is researched from public sources, no vendor pays for inclusion, for a grade or for placement, and every record carries the date it was last verified.

Head to Head

Clinical Trials AI comparisons

22 published

Comparisons are published only where the index assesses two vendors as direct competitors for the same buyer. Each carries a verdict, the buyer conditions that favor each side, and a graded side by side across all fifteen capability axes.