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Top 20 Predictive Analytics Tools for 2025

Published June 22, 2025• Last refreshed June 22, 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. clonoSEQ

Company: Adaptive Biotechnologies

Pricing: unclear

Target Customer: Clinic

Summary: clonoSEQ is a next-generation sequencing (NGS) based tool designed by Adaptive Biotechnologies for the highly sensitive assessment of minimal residual disease (MRD) in patients. It is utilized both in clinical practice for monitoring disease progression and remission, and within drug trials to evaluate the efficacy of treatments. This tool leverages the power of immune medicine to offer precise and actionable insights into disease management.

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2. ForeSee ESP®

Company: ForeSee Medical

Pricing: unclear

Target Customer: Clinic

Summary: ForeSee ESP® is a cutting-edge risk adjustment software that leverages AI and Natural Language Processing to analyze EHR data and clinical notes, enhancing HCC coding productivity by up to 10x. Designed for real-time risk adjustment insights, it aids in accurate disease detection and coding at the point of care, streamlining documentation processes and supporting better clinical decisions without adding to the workload.

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3. Lark Diabetes Prevention Program

Company: Lark Technologies, Inc.

Pricing: unclear

Target Customer: Clinician

Summary: The Lark Diabetes Prevention Program offers a comprehensive approach to prevent diabetes through a digital platform accessible via smartphone. Users receive a smart scale and have the opportunity to earn a Fitbit® at no cost with eligible insurance. The program includes 24/7 digital coaching to help users reach their weight loss, nutrition, and activity goals, along with access to a member community and live coaching.

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4. MDI Health

Company: MDI Health

Pricing: unclear

Target Customer: Enterprise

Summary: MDI Health leverages AI to offer a personalized medication management platform aimed at significantly reducing Rx and medical costs by preventing medication-related problems. It is designed for payers and value-based providers to manage high-risk populations, saving millions in medication-driven adverse events and Rx costs through automated, hyper-personalized, and preventative solutions.

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5. Atomwise

Company: Atomwise Inc.

Pricing: unclear

Target Customer: Researcher

Summary: Atomwise utilizes an AI engine to revolutionize the drug discovery process, focusing on the development of new small molecule medicines. By leveraging machine learning and convolutional neural networks, Atomwise aims to accelerate the identification and development of new drugs, addressing some of the most challenging problems in medicine today.

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6. ArteraAI Prostate Test

Company: Artera

Pricing: unclear

Target Customer: Clinician

Summary: ArteraAI Prostate Test leverages multimodal artificial intelligence (MMAI) to provide predictive and prognostic cancer tests, enabling personalized treatment decision-making for prostate cancer. It is the first AI test recommended in the NCCN Guidelines for Prostate Cancer for its predictive performance, offering a novel approach to cancer therapy personalization.

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7. ConcertAI

Company: ConcertAI

Pricing: unclear

Target Customer: Enterprise

Summary: ConcertAI leverages advanced AI and real-world data (RWD) to accelerate translational medicine, clinical trials, clinical development, imaging & diagnostics, commercial insights, and oncology care. Their suite of products and solutions, including Precision Suite, TeraRecon, and CancerLinQ, provides comprehensive data and AI-driven insights to improve patient outcomes and drive brand success.

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8. Unlearn Platform

Company: Unlearn.ai, Inc.

Pricing: unclear

Target Customer: Researcher

Summary: The Unlearn Platform utilizes artificial intelligence to generate digital twins of patients in clinical studies, offering predictions on every clinical outcome at future time points with unparalleled precision. This innovative approach aims to minimize trial failure, reduce costs, and accelerate timelines by enhancing trial efficiency, improving decision-making, and de-risking trial design.

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9. Pharma.ai

Company: Insilico Medicine

Pricing: unclear

Target Customer: Researcher

Summary: Pharma.ai is a comprehensive suite of AI-driven tools and platforms designed by Insilico Medicine to enhance the quality and efficiency of pharmaceutical research. It leverages advanced AI technologies to automate and improve various aspects of drug discovery and development, from target identification through Generative Biologics to chemical synthesis with Chemistry42.

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10. Leal Health

Company: Leal Inc.

Pricing: not for sale

Target Customer: Clinician

Summary: Leal Health democratizes access to advanced cancer treatment through its AI-powered decision support platform, empowering patients to take control of their cancer journey. By instantly analyzing available treatment options to match a patient's exact condition, Leal Health provides a personalized list of cutting-edge cancer treatments. The platform is dedicated to offering unbiased cancer treatment options, supported by a team of PhDs, MDs, Nurses, and Social Workers.

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11. RapidClaims Platform

Company: RapidClaims

Pricing: subscription

Target Customer: Hospital and Health Systems

Summary: RapidClaims Platform offers a suite of AI-powered tools including RapidCode, RapidScrub, and RapidCDI to transform revenue cycle management. These tools help healthcare organizations supercharge reimbursements, eliminate errors, stop denials, and accelerate cash flow while ensuring compliance. The platform is designed to augment human efforts with AI, improving productivity and accuracy across medical coding, denial prevention, and clinical documentation improvement.

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12. Inato

Company: Inato

Pricing: unclear

Target Customer: Researcher

Summary: Inato is revolutionizing the clinical research landscape by offering a technology platform that spans early planning, site selection, and enrollment. It aims to reduce the burden on research sites and increase collaboration, making clinical trials more accessible and efficient. With over 5,500 research sites and 25 top sponsors, Inato focuses on accelerating results and expanding access to underrepresented patients.

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13. Inovalon ONE® Platform

Company: Inovalon

Pricing: subscription

Target Customer: Enterprise

Summary: The Inovalon ONE® Platform integrates national-scale connectivity, real-time primary source data access, and advanced analytics to power over 100 cloud-based solutions. It is designed to improve clinical outcomes and healthcare economics across the healthcare ecosystem, supporting payers, providers, pharmacies, and life sciences organizations.

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14. IQVIA Connected Intelligence™

Company: IQVIA

Pricing: unclear

Target Customer: Enterprise

Summary: IQVIA Connected Intelligence™ brings together the right data, expertise, AI, analytics, and technology to address unique needs in the healthcare industry. It focuses on discovering new possibilities for success by making intelligent connections between customer needs, IQVIA's capabilities, and the broader healthcare ecosystem. This approach aims to help customers be more agile, accelerate results, and improve patient outcomes.

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15. Cytel

Company: Cytel Inc.

Pricing: unclear

Target Customer: Enterprise

Summary: Cytel is at the forefront of improving the efficiency and success rates of the drug development process through its advanced statistical methodologies and software solutions. Specializing in adaptive trial designs, biometrics, and real-world evidence analysis, Cytel supports life sciences companies in making informed decisions at every stage of clinical research, aiming to shorten development cycles and enhance patient outcomes.

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16. SOPHiA DDM™

Company: SOPHiA GENETICS

Pricing: subscription

Target Customer: Enterprise

Summary: SOPHiA DDM™ is at the forefront of democratizing data-driven medicine by providing clinicians with AI-driven insights across oncology and inherited disorders. The platform streamlines workflows, expedites results, and fosters precision medicine expertise, ensuring data privacy and security. It supports healthcare professionals and BioPharma companies throughout the drug development continuum, optimizing clinical trial development and market access strategies.

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17. BIOiSIM & AtlasGEN

Company: VeriSIM Life

Pricing: unclear

Target Customer: Researcher

Summary: VeriSIM Life offers BIOiSIM and AtlasGEN, AI-driven platforms that revolutionize the drug discovery and development process. BIOiSIM is a decision-making engine that predicts patient outcomes, optimizes portfolio management, and increases clinical success rates through a Translational Index™. AtlasGEN Novel Drug Designer identifies new molecules with favorable properties and evaluates them for clinical safety and effectiveness, significantly reducing the time and cost of drug development.

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18. Lumeon Care Orchestration Platform

Company: Lumeon, Inc.

Pricing: subscription

Target Customer: Enterprise

Summary: Lumeon's Care Orchestration Platform is designed to automate care coordination across the healthcare continuum, from ambulatory and acute care to post-acute settings. By integrating real-time data and applying clinical intelligence, Lumeon personalizes care delivery for each patient, ensuring they receive the right care at the right time. This approach not only improves patient outcomes but also enhances operational efficiency and reduces costs.

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19. Lunit AI Solutions

Company: Lunit Inc.

Pricing: unclear

Target Customer: Clinic

Summary: Lunit AI Solutions harnesses cutting-edge artificial intelligence to revolutionize cancer care, offering platforms for both detection and treatment. By facilitating early detection of cancers and accurately predicting immunotherapy responses, Lunit AI empowers healthcare providers to deliver timely and effective care. With a strong foundation in research, evidenced by over 200 studies, Lunit AI is at the forefront of integrating AI into oncology to improve patient outcomes.

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20. Medidata AI

Company: Medidata

Pricing: unclear

Target Customer: Enterprise

Summary: Medidata AI leverages the power of machine learning and artificial intelligence to transform clinical trials. With data from over 36,000 clinical trials and insights from 11 million patients, Medidata AI offers predictive modeling, operational optimization, and evidence generation to streamline trial protocols, enhance data management, and support faster, smarter clinical trials.

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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

Lumeon Care Orchestration Platform logo

Lumeon Care Orchestration Platform

Lumeon, Inc.

Enterprise platform for automating care coordination tasks, events, activities, and workflow.

Target Customer: Enterprise

subscriptionVisit Website →
Lunit AI Solutions logo

Lunit AI Solutions

Lunit Inc.

AI-powered platforms for cancer detection and treatment, enhancing early diagnosis and immunotherapy efficacy.

Target Customer: Clinic

Medidata AI logo

Medidata AI

Medidata

AI-driven solutions for optimizing clinical trial processes and generating novel evidence.

Target Customer: Enterprise

ForeSee ESP® logo

ForeSee ESP®

ForeSee Medical

AI-powered risk adjustment software for accurate RAF scores and improved HCC coding productivity.

Target Customer: Clinic

BIOiSIM & AtlasGEN logo

BIOiSIM & AtlasGEN

VeriSIM Life

AI-powered platforms for drug discovery and development, focusing on predictive analytics and novel drug design.

Target Customer: Researcher

Lark Diabetes Prevention Program logo

Lark Diabetes Prevention Program

Lark Technologies, Inc.

A digital health coach for preventing diabetes, including a smart scale and potential to earn a Fitbit®.

Target Customer: Clinician

MDI Health logo

MDI Health

MDI Health

Personalized AI Medication Management Platform designed to significantly reduce prescription and medical costs.

Target Customer: Enterprise

Atomwise logo

Atomwise

Atomwise Inc.

AI engine for transforming drug discovery and creating better medicines.

Target Customer: Researcher

ArteraAI Prostate Test logo

ArteraAI Prostate Test

Artera

AI-powered test for personalized prostate cancer therapy decisions.

Target Customer: Clinician

ConcertAI logo

ConcertAI

ConcertAI

Leader in generative and agentic AI solutions for accelerating life sciences and healthcare.

Target Customer: Enterprise

Unlearn Platform logo

Unlearn Platform

Unlearn.ai, Inc.

AI platform generating digital twins to simulate clinical trial outcomes with precision.

Target Customer: Researcher

Pharma.ai logo

Pharma.ai

Insilico Medicine

End-to-end generative AI software and automation platform for pharmaceutical research.

Target Customer: Researcher

Leal Health logo

Leal Health

Leal Inc.

AI-powered decision support platform for cancer treatment options.

Target Customer: Clinician

not for saleVisit Website →
RapidClaims Platform logo

RapidClaims Platform

RapidClaims

AI-powered platform for revenue cycle management, denial prevention, and documentation improvement.

Target Customer: Hospital and Health Systems

subscriptionVisit Website →
Inato logo

Inato

Inato

Technology platform transforming clinical research by enhancing site selection, patient enrollment, and planning.

Target Customer: Researcher

Inovalon ONE® Platform logo

Inovalon ONE® Platform

Inovalon

Cloud-based platform that empowers healthcare with data-driven insights.

Target Customer: Enterprise

subscriptionVisit Website →
IQVIA Connected Intelligence™ logo

IQVIA Connected Intelligence™

IQVIA

Comprehensive solutions connecting data, technology, and expertise in the healthcare sector.

Target Customer: Enterprise

Cytel logo

Cytel

Cytel Inc.

Leading data-science CRO specializing in adaptive trial design and advanced analytics.

Target Customer: Enterprise

SOPHiA DDM™ logo

SOPHiA DDM™

SOPHiA GENETICS

AI-driven and cloud-powered platform for generating real-time, actionable insights for patients with cancer and rare disorders.

Target Customer: Enterprise

subscriptionVisit Website →
clonoSEQ logo

clonoSEQ

Adaptive Biotechnologies

NGS-based assessment tool for minimal residual disease (MRD) in clinical practice and drug trials.

Target Customer: Clinic

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