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Top 20 Predictive Analytics Tools in Healthcare for 2025

Published June 22, 2025• Updated October 20, 2025• Last refreshed October 20, 2025

Top 20 Predictive Analytics Tools for 2025

Healthcare providers working with Predictive Analytics tools face increasing demands for efficiency and accuracy in their daily work. These software solutions help address specific challenges by automating routine tasks, providing decision support, and improving workflow organization.

The following list includes established solutions that healthcare professionals are currently using to improve their practice. Each tool offers different features and pricing models to meet various organizational needs.

1. Sepsis ImmunoScore

Company: Prenosis

Pricing: unclear

Target Customer: Clinic

Summary: The Sepsis ImmunoScore is a groundbreaking diagnostic tool that leverages artificial intelligence to diagnose sepsis and predict patient outcomes. By integrating biomarkers with clinical data, it provides critical information in real-time, enabling healthcare providers to deliver optimal therapy swiftly. Its direct integration into hospital Electronic Health Records (EHRs) facilitates timely interventions, thereby improving patient outcomes, enhancing hospital quality metrics, and reducing costs.

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2. Saama

Company: Saama Technologies

Pricing: unclear

Target Customer: Enterprise

Summary: Saama leverages artificial intelligence (AI) and advanced analytics to automate and accelerate key aspects of clinical development and commercialization for therapies. Their suite of SaaS-based solutions and industry services aims to reduce time to market by enhancing efficiency in clinical trials and data management processes.

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3. SKOUT

Company: Iterative Health

Pricing: unclear

Target Customer: Clinician

Summary: SKOUT by Iterative Health is designed to assist physicians during colorectal cancer screening and surveillance by providing real-time AI analysis. This tool aims to enhance the accuracy and efficiency of screenings, helping in the early detection and monitoring of colorectal cancer. By integrating advanced AI algorithms, SKOUT serves as an additional layer of analysis to support healthcare professionals in making more informed decisions.

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4. DataRobot Healthcare Solutions

Company: DataRobot

Pricing: subscription

Target Customer: Enterprise

Summary: DataRobot offers AI-driven solutions tailored for the healthcare sector, aiming to improve decision-making for providers, optimize management for payers, and accelerate research and development in life sciences. The platform provides predictive and generative AI applications, enabling healthcare institutions to improve patient outcomes, optimize operations, and drive efficiency across various functions such as staffing, risk assessment, and demand forecasting.

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5. TriNetX

Company: TriNetX, LLC

Pricing: unclear

Target Customer: Enterprise

Summary: TriNetX operates a global network that aggregates real-world data (RWD) from healthcare organizations to support life sciences research, clinical trials, and healthcare innovation. The platform provides tools for clinical trial design, site selection, patient recruitment, and real-world evidence (RWE) generation, leveraging a vast database of de-identified patient records. Its analytics capabilities enable researchers and healthcare professionals to derive actionable insights for drug development, safety monitoring, and outcome studies.

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6. TeraRecon

Company: TeraRecon, Inc.

Pricing: subscription

Target Customer: Enterprise

Summary: TeraRecon provides an advanced visualization and artificial intelligence (AI) platform designed to enhance medical imaging workflows. The platform integrates with existing systems to offer AI-driven insights and decision support across various specialties including radiology, cardiology, and neurology. It aims to improve patient care by accelerating time-to-treatment and enhancing diagnostic accuracy through the use of cutting-edge AI technologies.

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7. ECG-AI™ LEF

Company: Anumana

Pricing: unclear

Target Customer: Clinician

Summary: ECG-AI™ LEF by Anumana utilizes advanced AI algorithms to analyze electrocardiogram (ECG) data for the early detection of cardiovascular diseases, including low ejection fraction, which is indicative of heart failure. This tool is designed to aid physicians in identifying at-risk patients earlier, enabling timely intervention and potentially improving patient outcomes. Anumana's technology is built on a foundation of extensive electrophysiological data and validated through clinical research.

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8. DEEPVESSEL FFR

Company: Keya Medical

Pricing: unclear

Target Customer: Clinic

Summary: DEEPVESSEL FFR utilizes AI to perform non-invasive CT fractional flow reserve analysis, providing a physiological functional assessment of coronary arteries from coronary CT angiograms. This tool aims to minimize the need for invasive testing, enhance patient safety, and reduce the costs associated with cardiovascular care. It integrates seamlessly into clinical workflows, offering precise and comprehensive analysis to support decision-making in the management of coronary artery disease.

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9. Every Cure

Company: Every Cure

Pricing: not for sale

Target Customer: Researcher

Summary: Every Cure leverages artificial intelligence to analyze global knowledge of drugs and diseases, aiming to repurpose existing medications for conditions without current cures. This approach not only accelerates the availability of treatments for rare and common diseases alike but also reduces the cost and time typically associated with drug development. By focusing on the untapped potential of approved drugs, Every Cure seeks to provide new hope for millions of patients worldwide.

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10. Aarogram

Company: Aarogram, Inc.

Pricing: subscription

Target Customer: Clinic

Summary: Aarogram leverages AI technology to automate the process of verifying patient benefits and generating real-time cost estimates for healthcare services. This tool aims to enhance upfront revenue collection for healthcare practices by providing accurate insurance and patient payment forecasts, thereby improving price transparency and patient experience.

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11. ZS Trials.ai

Company: ZS

Pricing: unclear

Target Customer: Enterprise

Summary: ZS Trials.ai leverages AI to streamline clinical trial processes, from protocol optimization to document digitization and real-time decision support. It aims to improve patient experiences, enhance efficiencies, and shorten timelines for better outcomes in drug development. The platform integrates with clinical workflows to automate data entry, harmonize data, and provide actionable insights, thereby reducing administrative burdens and facilitating patient-centric trials.

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12. Annalise Critical Care AI

Company: annalise.ai

Pricing: unclear

Target Customer: Clinic

Summary: Annalise Critical Care AI is designed to help clinicians prioritize patients with time-sensitive findings by flagging studies that contain any of 11 critical conditions. This enables the reordering of worklists to review the most urgent cases first, facilitating rapid triage and decision support. It is particularly useful in emergency and trauma care, as well as in situations of low or no coverage, such as nights and weekends.

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13. Virtual Nodule Clinic (VNC)

Company: Optellum

Pricing: unclear

Target Customer: Enterprise

Summary: Virtual Nodule Clinic (VNC) by Optellum is designed to enhance the early diagnosis of lung cancer by discovering, tracking, and assessing the risk of malignancy in lung nodule patients. It integrates seamlessly with existing EHR and PACS systems, utilizing the FDA-cleared and UKCA / CE-marked Optellum Lung Cancer Prediction (LCP) AI. This technology enables healthcare providers to automatically prioritize lung nodule patients, potentially finding more lung cancer cases earlier and reducing time to diagnosis.

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14. Volpara Health Breast Health Software

Company: Volpara Health

Pricing: unclear

Target Customer: Clinic

Summary: Volpara Health's software suite offers a range of tools designed to enhance breast cancer screening and early detection. It includes features for personalized patient reporting, risk assessment, compliance management, and imaging quality analytics. By integrating AI and data analytics, the platform aims to improve mammogram quality, streamline workflow for healthcare providers, and support personalized detection strategies.

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15. Onc.AI

Company: Onc.AI

Pricing: not for sale

Target Customer: Clinician

Summary: Onc.AI utilizes a comprehensive oncology dataset, including diagnostic imaging, EMR, labs, and genomics, to develop AI models aimed at advancing precision oncology. Their initial focus is on predicting clinical outcomes in metastatic lung cancer, supporting both pharmaceutical clinical development and medical oncologist decision-making. The technology is designed to integrate seamlessly into existing clinical workflows, providing actionable insights to inform treatment strategies.

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16. Imagene AI

Company: Imagene AI Ltd.

Pricing: unclear

Target Customer: Researcher

Summary: Imagene AI offers a SaaS platform that leverages proprietary foundation models, large language models, and biology-tuned analysis to integrate imaging, molecular, and clinical data. This living intelligence engine enables a responsive and insight-driven framework for precision medicine, supporting smarter trial design, optimal patient identification, and more informed decisions. It aims to transform biomarker discovery, indication expansion, and patient identification across multiple therapeutic areas.

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17. Heartflow One

Company: Heartflow, Inc.

Pricing: unclear

Target Customer: Clinic

Summary: Heartflow One leverages coronary CTA (CCTA) scans to generate detailed, dynamic 3D models of a patient's heart, providing insights into coronary artery disease (CAD). This technology aims to improve the accuracy of CAD diagnosis and treatment by offering tools for assessing anatomy and physiology, quantifying and characterizing plaque, and evaluating blood flow. It supports personalized treatment pathways, aiming to reduce unnecessary procedures and improve patient outcomes.

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18. Data Activation Platform

Company: Innovaccer

Pricing: unclear

Target Customer: Enterprise

Summary: Innovaccer's Data Activation Platform integrates, harmonizes, and analyzes healthcare data from multiple sources to create a unified patient record. This platform supports healthcare organizations in improving patient outcomes, reducing readmission rates, and optimizing care delivery through actionable insights and AI-powered analytics. It's designed to enhance provider productivity, care management, and population health analytics.

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19. Aqemia

Company: Aqemia

Pricing: not for sale

Target Customer: Enterprise

Summary: Aqemia is a pharmatech company that aims to revolutionize the drug discovery process by combining quantum-inspired physics with machine learning. Their unique approach allows for the generation of proprietary data from the earliest stages of drug discovery, significantly speeding up the process and improving the accuracy of identifying innovative drug candidates. This method enables Aqemia to scale drug discovery projects efficiently, akin to tech projects.

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20. insitro

Company: insitro

Pricing: not for sale

Target Customer: Researcher

Summary: insitro leverages a machine learning-driven platform to integrate diverse types of data, including in vitro cellular data and human clinical data, aiming to redefine disease understanding and accelerate the development of new medicines. The platform supports the discovery and development of therapies across various areas such as metabolism, oncology, and neuroscience, by generating insights that guide therapeutic interventions.

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These tools each address different aspects of Predictive Analytics workflows, offering various features and integration options. When evaluating options, consider your specific needs, existing systems, and budget constraints. The right choice depends on your organization's size, technical requirements, and workflow preferences.

Featured Tools Quick Reference

  • Onc.AI logo

    Onc.AI

    Onc.AI

    AI-powered technology for enhancing oncology decision-making through deep learning imaging.

    Target Customer: Clinician

    not for saleVisit Website →
  • Imagene AI logo

    Imagene AI

    Imagene AI Ltd.

    An AI platform integrating imaging, molecular, and clinical data for precision medicine.

    Target Customer: Researcher

  • Heartflow One logo

    Heartflow One

    Heartflow, Inc.

    AI-driven analysis for creating personalized 3D models of the heart to manage coronary artery disease (CAD).

    Target Customer: Clinic

  • DEEPVESSEL FFR logo

    DEEPVESSEL FFR

    Keya Medical

    AI-enabled non-invasive CT fractional flow reserve (FFRCT) analysis for coronary artery assessment.

    Target Customer: Clinic

  • Data Activation Platform logo

    Data Activation Platform

    Innovaccer

    A platform that unifies healthcare data to enable smarter decision-making.

    Target Customer: Enterprise

  • Aqemia logo

    Aqemia

    Aqemia

    Pharmatech company leveraging quantum-inspired physics and AI for drug discovery.

    Target Customer: Enterprise

    not for saleVisit Website →
  • insitro logo

    insitro

    insitro

    A machine learning-driven drug discovery platform integrating in vitro and clinical data to redefine disease and accelerate the development of new medicines.

    Target Customer: Researcher

    not for saleVisit Website →
  • Sepsis ImmunoScore logo

    Sepsis ImmunoScore

    Prenosis

    FDA authorized AI diagnostic tool for sepsis, predicting adverse outcomes and integrating with EHRs.

    Target Customer: Clinic

  • Volpara Health Breast Health Software logo

    Volpara Health Breast Health Software

    Volpara Health

    AI-powered software for personalized breast cancer screening and early detection.

    Target Customer: Clinic

  • Virtual Nodule Clinic (VNC) logo

    Virtual Nodule Clinic (VNC)

    Optellum

    AI-powered solution for early lung cancer diagnosis, tracking, and risk assessment of lung nodules.

    Target Customer: Enterprise

  • Annalise Critical Care AI logo

    Annalise Critical Care AI

    annalise.ai

    AI tool for prioritizing critical findings in medical imaging to assist clinicians.

    Target Customer: Clinic

  • ZS Trials.ai logo

    ZS Trials.ai

    ZS

    AI platform to optimize clinical trial protocols and reduce manual inputs and errors.

    Target Customer: Enterprise

  • Aarogram logo

    Aarogram

    Aarogram, Inc.

    AI-powered tool for benefits verification and real-time patient cost estimation.

    Target Customer: Clinic

    subscriptionVisit Website →
  • Every Cure logo

    Every Cure

    Every Cure

    A nonprofit initiative using AI to repurpose existing drugs for untreated diseases.

    Target Customer: Researcher

    not for saleVisit Website →
  • ECG-AI™ LEF logo

    ECG-AI™ LEF

    Anumana

    AI-driven software for early detection of cardiovascular diseases using electrocardiography.

    Target Customer: Clinician

  • TeraRecon logo

    TeraRecon

    TeraRecon, Inc.

    Advanced visualization and AI platform for medical imaging.

    Target Customer: Enterprise

    subscriptionVisit Website →
  • TriNetX logo

    TriNetX

    TriNetX, LLC

    A platform offering real-world data and evidence solutions to accelerate healthcare innovation.

    Target Customer: Enterprise

  • DataRobot Healthcare Solutions logo

    DataRobot Healthcare Solutions

    DataRobot

    AI-driven solutions for healthcare, enhancing provider decision-making, payer management, and life sciences R&D.

    Target Customer: Enterprise

    subscriptionVisit Website →
  • SKOUT logo

    SKOUT

    Iterative Health

    Real-time AI tool for colorectal cancer screening and surveillance.

    Target Customer: Clinician

  • Saama logo

    Saama

    Saama Technologies

    AI and analytics-driven solutions to accelerate clinical development and commercialization processes.

    Target Customer: Enterprise