Last updated: June 5, 2026

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Precision medicine and data AI product directory

AI platforms for genomics, oncology, real-world data, multimodal clinical data, and personalized medicine workflows.

Genomics and multimodal clinical data for precision medicine
What to verify: Data provenance, validation population, clinical evidence, lab/regulatory status, explainability, and decision accountability.

Evaluation lens

Regulatory / FDAVerify lab, diagnostic, companion-diagnostic, research, and software status for the selected test, model, or report.
PrivacyReview genomic, imaging, EHR, and real-world data rights, consent, de-identification, retention, and secondary-use terms.
EvidenceCheck validation population, biomarker evidence, model explainability, clinical utility, and how uncertainty appears in reports.
WorkflowDefine how reports enter tumor boards, molecular pathology review, trial matching, treatment planning, and patient counseling.

Compare products in this category

Product Best fit First verification check Official sources
Prenosis Sepsis ImmunoScore Hospitals evaluating transparent sepsis risk stratification that combines clinical data and biomarkers with EMR-integrated review for suspected sepsis workflows. FDA De Novo DEN230036 intended use, patient eligibility, blood-culture-order requirement, 24-hour risk window, and prescription-use limits. 4 official sources
Anumana ECG-AI Health systems evaluating FDA-cleared cardiac detection support that can fit existing ECG, EHR, and cardiology referral workflows. Which ECG-AI algorithm is in scope: low ejection fraction, pulmonary hypertension, cardiac amyloidosis, or another pipeline module. 6 official sources
Eko Health SENSORA Health systems and clinics that want to add clinician-reviewed cardiac disease detection signals to routine intake, primary care, or outpatient cardiovascular screening workflows. Which SENSORA algorithm, device, software version, compatible stethoscope, patient population, geography, and FDA-cleared indication are in scope. 6 official sources
AliveCor Kardia 12L Clinical teams that need portable 12-lead ECG acquisition with AI-supported cardiac findings in supervised, trained-user workflows. Which Kardia 12L device, KAI 12L algorithm version, cardiac determinations, geography, and labeling are in scope for the deployment. 6 official sources
Philips Cardiologs Holter Cardiology and ambulatory monitoring teams that need AI-supported ECG review while preserving clinician overread, annotation, reporting, and escalation workflows. Which product is in scope: Cardiologs Holter Platform, Philips Holter Analysis System, API integration, supported ECG source, algorithm version, and geography. 6 official sources
Tempus Oncology and life-sciences teams evaluating AI-enabled precision medicine workflows that combine molecular, clinical, imaging, and real-world data. Which Tempus product is in scope: One, Hub, Now, Lens, Pixel, Next Pathways, Next Trials, assays, or algos. 5 official sources
Tempus One Oncology and precision-medicine teams that need governed access to Tempus patient insights, test status, guideline context, trial matching, and multimodal data summaries. Whether Tempus One is being used in Hub, an EHR integration, Lens, a provider workflow, or a life-sciences research workflow. 6 official sources
SOPHiA GENETICS Labs and health systems that need standardized analytics for precision oncology, rare disease, and multimodal data workflows. Whether the selected module is diagnostic, research, or local-validation use. 3 official sources
Guardant InfinityAI Organizations exploring clinical-genomic oncology cohorts, biomarker hypotheses, testing value, and longitudinal cancer data strategy. Which InfinityAI module, data library, or Guardant product feature is being evaluated. 3 official sources
ArteraAI Prostate Prostate cancer programs that need an FDA-authorized, clinician-ordered AI risk-stratification input tied to pathology images, clinical data, and guideline-aware decision workflows. Whether the patient population matches the localized, non-metastatic, post-radical-prostatectomy, or metastatic hormone-sensitive prostate workflow being considered. 5 official sources
Avenda Unfold AI Prostate cancer teams evaluating a regulated, physician-reviewed mapping input for focal therapy suitability, biopsy planning, ablation planning, or shared treatment decisions. FDA 510(k) K221624, current labeling, indications for use, trained-user requirements, and whether the evaluated product version is Unfold AI or an older iQuest-branded release. 6 official sources
Unlearn Sponsors exploring smaller or more informative control arms, single-arm study context, interim looks, or trial power improvements with statistical review. Which disease-specific Digital Twin Generator and study design are in scope. 4 official sources
Owkin K Pro Research teams that need governed analysis across genomic, transcriptomic, spatial, clinical, and literature data for discovery or biomarker work. Which datasets, AI skills, and biomedical tasks are available for the research question. 3 official sources
Caris Life Sciences Oncology teams evaluating molecular profiling and AI-assisted insight workflows for cancer care and research. Which test, report, or AI insight is being used and its exact clinical role. 3 official sources
Flatiron Assist Oncology teams that need EHR-embedded pathway support tied to NCCN content, local preferences, biomarker context, and operational reporting. Which cancers, regimens, biomarkers, pathways, and clinical-trial workflows are supported. 2 official sources
Truveta Research and evidence teams that need daily updated EHR, claims, mortality, imaging, multiomics, and other linked data with reproducibility controls. Which Truveta product is in scope: Data, Studio, Intelligence, Evidence, Tru, or Truveta Language Model-supported workflows. 6 official sources
Deep 6 AI Research organizations that need faster protocol feasibility and patient identification while maintaining investigator, IRB, privacy, and site-review controls. Which workflow is in scope: cohort discovery, site feasibility, patient matching, chart abstraction, sponsor search, or network analytics. 4 official sources
Dyania Health Synapsis Research organizations that need faster chart review and eligibility screening while preserving study-team, clinician, IRB, and privacy controls. Which Synapsis workflow is in scope: trial screening, protocol feasibility, registry abstraction, chart review, or real-world evidence extraction. 4 official sources
TriNetX Research organizations that need cohort feasibility, site intelligence, and real-world data analytics before launching or adapting clinical trials. Which TriNetX module, dataset, geography, and trial workflow are in scope: feasibility, protocol design, site identification, recruitment planning, or RWE. 4 official sources
Medidata AI Sponsors and CROs that already manage regulated trial operations and need auditable AI support across study design, execution, data oversight, and evidence planning. Which Medidata AI capability is in scope: Dot, protocol optimization, study feasibility, integrated evidence, synthetic control arm, data management, or operational monitoring. 4 official sources
ConcertAI Oncology sponsors, CROs, research networks, and cancer programs that need governed real-world evidence or trial intelligence built around oncology data. Which ConcertAI product is in scope: PrecisionExplorer, PrecisionTRIALS, PrecisionGTM, Precision360, CancerLinQ, or a trial operations workflow. 3 official sources
Aetion Evidence Platform Evidence teams that need guardrailed, auditable RWE workflows across claims, EHR, registry, or other longitudinal datasets. Which Aetion product is being used: Evidence Platform, Discover, Activate, Substantiate, Generate, Science and Research services, or AetionAI-supported workflows. 4 official sources
nference nSights Research teams exploring patient cohorts, multimodal data signals, drug or diagnostic development questions, and code-free RWE workflows. Which nSights application, dataset, modality, institution source, or analytics tier is available for the research question. 4 official sources
KidneyIntelX.dkd Care teams that need a regulated kidney-risk stratification workflow with lab operations, clinician review, and treatment-planning follow-through. Whether the patient population matches the FDA-authorized intended use for adults with type 2 diabetes and early-stage chronic kidney disease. 5 official sources

Jump to this category on the comparison page

Screenshot of the official Prenosis Sepsis ImmunoScore product page
Precision medicine and data High

Prenosis Sepsis ImmunoScore

FDA De Novo-authorized AI/ML software that assigns adult emergency department or hospital patients to sepsis risk categories within a clinician-reviewed workflow.

Best for
Hospitals evaluating transparent sepsis risk stratification that combines clinical data and biomarkers with EMR-integrated review for suspected sepsis workflows.
Verify
FDA De Novo DEN230036 intended use, patient eligibility, blood-culture-order requirement, 24-hour risk window, and prescription-use limits.
Official sources
4 official sources
Screenshot of the official Anumana ECG-AI product page
Precision medicine and data High

Anumana ECG-AI

Cardiovascular AI platform using standard 12-lead ECGs to surface signals such as low ejection fraction, pulmonary hypertension, and cardiac amyloidosis for clinician follow-up.

Best for
Health systems evaluating FDA-cleared cardiac detection support that can fit existing ECG, EHR, and cardiology referral workflows.
Verify
Which ECG-AI algorithm is in scope: low ejection fraction, pulmonary hypertension, cardiac amyloidosis, or another pipeline module.
Official sources
6 official sources
Screenshot of the official Eko Health SENSORA product page
Precision medicine and data High

Eko Health SENSORA

FDA-cleared cardiovascular detection platform that pairs Eko digital stethoscopes with AI-supported ECG and heart-sound analysis for supervised point-of-care screening.

Best for
Health systems and clinics that want to add clinician-reviewed cardiac disease detection signals to routine intake, primary care, or outpatient cardiovascular screening workflows.
Verify
Which SENSORA algorithm, device, software version, compatible stethoscope, patient population, geography, and FDA-cleared indication are in scope.
Official sources
6 official sources
Screenshot of the official AliveCor Kardia 12L product page
Precision medicine and data High

AliveCor Kardia 12L

Portable AI-powered 12-lead ECG system that uses a reduced leadset and KAI 12L algorithms to support clinician-reviewed cardiac determinations.

Best for
Clinical teams that need portable 12-lead ECG acquisition with AI-supported cardiac findings in supervised, trained-user workflows.
Verify
Which Kardia 12L device, KAI 12L algorithm version, cardiac determinations, geography, and labeling are in scope for the deployment.
Official sources
6 official sources
Screenshot of the official Philips Cardiologs Holter product page
Precision medicine and data High

Philips Cardiologs Holter

Cloud-based Philips Cardiologs platform that uses deep-learning ECG analysis to support qualified clinicians reviewing Holter and ambulatory ECG recordings.

Best for
Cardiology and ambulatory monitoring teams that need AI-supported ECG review while preserving clinician overread, annotation, reporting, and escalation workflows.
Verify
Which product is in scope: Cardiologs Holter Platform, Philips Holter Analysis System, API integration, supported ECG source, algorithm version, and geography.
Official sources
6 official sources
Screenshot of the official Tempus product page
Precision medicine and data High

Tempus

AI-enabled precision medicine platform spanning molecular testing, multimodal data, clinical assistants, care pathways, imaging insights, and trial matching.

Best for
Oncology and life-sciences teams evaluating AI-enabled precision medicine workflows that combine molecular, clinical, imaging, and real-world data.
Verify
Which Tempus product is in scope: One, Hub, Now, Lens, Pixel, Next Pathways, Next Trials, assays, or algos.
Official sources
5 official sources
Screenshot of the official Tempus One product page
Precision medicine and data High

Tempus One

Tempus generative AI assistant for querying clinical, molecular, imaging, EHR, and research data inside precision-medicine workflows.

Best for
Oncology and precision-medicine teams that need governed access to Tempus patient insights, test status, guideline context, trial matching, and multimodal data summaries.
Verify
Whether Tempus One is being used in Hub, an EHR integration, Lens, a provider workflow, or a life-sciences research workflow.
Official sources
6 official sources
Screenshot of the official SOPHiA GENETICS product page
Precision medicine and data High

SOPHiA GENETICS

AI-driven precision medicine platform for analyzing complex genomic, radiomic, and multimodal healthcare data.

Best for
Labs and health systems that need standardized analytics for precision oncology, rare disease, and multimodal data workflows.
Verify
Whether the selected module is diagnostic, research, or local-validation use.
Official sources
3 official sources
Screenshot of the official Guardant InfinityAI product page
Precision medicine and data High

Guardant InfinityAI

Guardant Health AI and machine-learning portfolio for precision oncology data and multimodal real-world evidence workflows.

Best for
Organizations exploring clinical-genomic oncology cohorts, biomarker hypotheses, testing value, and longitudinal cancer data strategy.
Verify
Which InfinityAI module, data library, or Guardant product feature is being evaluated.
Official sources
3 official sources
Screenshot of the official ArteraAI Prostate product page
Precision medicine and data High

ArteraAI Prostate

Multimodal AI prostate cancer test that analyzes digital pathology and clinical data to support risk stratification and treatment-personalization decisions.

Best for
Prostate cancer programs that need an FDA-authorized, clinician-ordered AI risk-stratification input tied to pathology images, clinical data, and guideline-aware decision workflows.
Verify
Whether the patient population matches the localized, non-metastatic, post-radical-prostatectomy, or metastatic hormone-sensitive prostate workflow being considered.
Official sources
5 official sources
Screenshot of the official Avenda Unfold AI product page
Precision medicine and data High

Avenda Unfold AI

AI-based prostate cancer mapping software that combines MRI, biopsy, pathology, PSA, and deep learning to generate patient-specific cancer estimation maps.

Best for
Prostate cancer teams evaluating a regulated, physician-reviewed mapping input for focal therapy suitability, biopsy planning, ablation planning, or shared treatment decisions.
Verify
FDA 510(k) K221624, current labeling, indications for use, trained-user requirements, and whether the evaluated product version is Unfold AI or an older iQuest-branded release.
Official sources
6 official sources
Screenshot of the official Unlearn product page
Precision medicine and data High

Unlearn

Clinical-trial AI company using disease-specific machine learning models to generate participant-level digital twins for trial analysis.

Best for
Sponsors exploring smaller or more informative control arms, single-arm study context, interim looks, or trial power improvements with statistical review.
Verify
Which disease-specific Digital Twin Generator and study design are in scope.
Official sources
4 official sources
Screenshot of the official Owkin K Pro product page
Precision medicine and data High

Owkin K Pro

Biology-focused AI agent platform for drug discovery and development workflows using multimodal patient data and specialized biomedical AI skills.

Best for
Research teams that need governed analysis across genomic, transcriptomic, spatial, clinical, and literature data for discovery or biomarker work.
Verify
Which datasets, AI skills, and biomedical tasks are available for the research question.
Official sources
3 official sources
Screenshot of the official Caris Life Sciences product page
Precision medicine and data High

Caris Life Sciences

Precision medicine company applying molecular science and AI to oncology testing, data, and treatment-insight workflows.

Best for
Oncology teams evaluating molecular profiling and AI-assisted insight workflows for cancer care and research.
Verify
Which test, report, or AI insight is being used and its exact clinical role.
Official sources
3 official sources
Screenshot of the official Flatiron Assist product page
Precision medicine and data High

Flatiron Assist

Oncology-specific clinical decision support that surfaces evidence-based regimens, biomarkers, clinical trials, and site preferences at the point of care.

Best for
Oncology teams that need EHR-embedded pathway support tied to NCCN content, local preferences, biomarker context, and operational reporting.
Verify
Which cancers, regimens, biomarkers, pathways, and clinical-trial workflows are supported.
Official sources
2 official sources
Screenshot of the official Truveta product page
Precision medicine and data High

Truveta

Health data and analytics platform using AI to clean, query, analyze, and generate evidence from large linked real-world healthcare datasets.

Best for
Research and evidence teams that need daily updated EHR, claims, mortality, imaging, multiomics, and other linked data with reproducibility controls.
Verify
Which Truveta product is in scope: Data, Studio, Intelligence, Evidence, Tru, or Truveta Language Model-supported workflows.
Official sources
6 official sources
Screenshot of the official Deep 6 AI product page
Precision medicine and data High

Deep 6 AI

Clinical-trial acceleration platform that applies AI to structured and unstructured clinical data for cohort discovery and patient matching.

Best for
Research organizations that need faster protocol feasibility and patient identification while maintaining investigator, IRB, privacy, and site-review controls.
Verify
Which workflow is in scope: cohort discovery, site feasibility, patient matching, chart abstraction, sponsor search, or network analytics.
Official sources
4 official sources
Screenshot of the official Dyania Health Synapsis product page
Precision medicine and data High

Dyania Health Synapsis

Clinical AI platform that reads medical records to support trial screening, registry abstraction, and real-world evidence workflows.

Best for
Research organizations that need faster chart review and eligibility screening while preserving study-team, clinician, IRB, and privacy controls.
Verify
Which Synapsis workflow is in scope: trial screening, protocol feasibility, registry abstraction, chart review, or real-world evidence extraction.
Official sources
4 official sources
Screenshot of the official TriNetX product page
Precision medicine and data High

TriNetX

Real-world data and analytics platform that supports clinical trial design, feasibility, site identification, recruitment planning, and evidence generation.

Best for
Research organizations that need cohort feasibility, site intelligence, and real-world data analytics before launching or adapting clinical trials.
Verify
Which TriNetX module, dataset, geography, and trial workflow are in scope: feasibility, protocol design, site identification, recruitment planning, or RWE.
Official sources
4 official sources
Screenshot of the official Medidata AI product page
Precision medicine and data High

Medidata AI

Clinical trial AI and analytics suite from Medidata that supports study design, feasibility, enrollment risk, data quality, operational monitoring, and integrated evidence workflows.

Best for
Sponsors and CROs that already manage regulated trial operations and need auditable AI support across study design, execution, data oversight, and evidence planning.
Verify
Which Medidata AI capability is in scope: Dot, protocol optimization, study feasibility, integrated evidence, synthetic control arm, data management, or operational monitoring.
Official sources
4 official sources
Screenshot of the official ConcertAI product page
Precision medicine and data High

ConcertAI

Oncology real-world data and AI platform company with products for evidence generation, clinical trials, commercial strategy, and CancerLinQ care insights.

Best for
Oncology sponsors, CROs, research networks, and cancer programs that need governed real-world evidence or trial intelligence built around oncology data.
Verify
Which ConcertAI product is in scope: PrecisionExplorer, PrecisionTRIALS, PrecisionGTM, Precision360, CancerLinQ, or a trial operations workflow.
Official sources
3 official sources
Screenshot of the official Aetion Evidence Platform product page
Precision medicine and data High

Aetion Evidence Platform

Modular real-world evidence platform for turning real-world data into transparent, reproducible, decision-grade evidence.

Best for
Evidence teams that need guardrailed, auditable RWE workflows across claims, EHR, registry, or other longitudinal datasets.
Verify
Which Aetion product is being used: Evidence Platform, Discover, Activate, Substantiate, Generate, Science and Research services, or AetionAI-supported workflows.
Official sources
4 official sources
Screenshot of the official nference nSights product page
Precision medicine and data High

nference nSights

Multimodal real-world evidence platform that applies human and AI intelligence to longitudinal EHR and other clinical data.

Best for
Research teams exploring patient cohorts, multimodal data signals, drug or diagnostic development questions, and code-free RWE workflows.
Verify
Which nSights application, dataset, modality, institution source, or analytics tier is available for the research question.
Official sources
4 official sources
Screenshot of the official KidneyIntelX.dkd product page
Precision medicine and data High

KidneyIntelX.dkd

AI-enabled in vitro diagnostic test that combines biomarkers and clinical variables to stratify kidney disease progression risk.

Best for
Care teams that need a regulated kidney-risk stratification workflow with lab operations, clinician review, and treatment-planning follow-through.
Verify
Whether the patient population matches the FDA-authorized intended use for adults with type 2 diabetes and early-stage chronic kidney disease.
Official sources
5 official sources

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