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Top 20 Predictive Analytics Tools in Healthcare for 2025

Published June 22, 2025• Updated July 19, 2025• Last refreshed July 19, 2025

Top 20 Predictive Analytics Tools in Healthcare for 2025

In the rapidly evolving landscape of healthcare, the significance of predictive analytics cannot be overstated. The ability to accurately predict patient outcomes, forecast resource needs, and identify potential health risks is transforming healthcare delivery and management. With the help of Artificial Intelligence (AI), predictive analytics tools are becoming increasingly sophisticated, providing deeper insights and more accurate predictions to support decision-making in healthcare.

This blog post will delve into the top 20 AI tools in the predictive analytics category that are making a significant impact in the healthcare sector. These tools are designed to address a myriad of challenges such as predicting disease progression, optimizing patient care, and reducing healthcare costs. We will provide an in-depth look at each tool, discussing their key features, benefits, and how they are being utilized in real-world healthcare settings. By the end of this post, readers will gain a comprehensive understanding of the current AI tools in predictive analytics, and how they are shaping the future of healthcare. This is not about hype or buzzwords, but a practical exploration of tools that are already making a difference in healthcare today.

1. Isomorphic Labs

Company: Isomorphic Labs

Pricing: unclear

Target Customer: Researcher

Summary: Isomorphic Labs leverages advanced AI technologies, including predictive and generative models, to accelerate the pace of scientific discovery in drug development. Building on the foundation of the Nobel-winning AlphaFold system, it aims to model complex biological phenomena to aid in the design of novel molecules and the development of innovative medicines. This interdisciplinary approach seeks to tackle some of the world's most devastating diseases by merging biology and information science.

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2. Opal Computational Platform

Company: Valo Health

Pricing: unclear

Target Customer: Enterprise

Summary: The Opal Computational Platform by Valo Health leverages advanced machine learning techniques, deep insights into tissue biology, and extensive patient data to streamline the process of drug discovery and development. This integrated approach aims to enhance the efficiency and effectiveness of identifying potential new medicines, reducing the time and cost associated with bringing life-changing treatments to market.

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3. TriageGO

Company: Radiometer

Pricing: unclear

Target Customer: Enterprise

Summary: TriageGO utilizes machine learning algorithms to provide acuity-level recommendations, aiming to improve patient throughput in emergency departments (EDs). By analyzing risk of various clinical outcomes, it assists nurses in making data-driven decisions, potentially reducing time to ICU or OR and overall hospitalization time.

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4. Kintsugi Voice

Company: Kintsugi Mindful Wellness, Inc

Pricing: subscription

Target Customer: Enterprise

Summary: Kintsugi Voice leverages advanced voice biomarker technology to detect mental health issues through speech analysis. It integrates seamlessly with call centers, telehealth systems, and remote patient monitoring apps, offering a novel approach to prioritize and manage mental health care efficiently. This tool aims to facilitate timely and appropriate care interventions, making mental health support more accessible.

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5. NeoPredics

Company: NeoPredics AG

Pricing: unclear

Target Customer: Clinic

Summary: NeoPredics offers predictive analytics tools designed to improve maternal and neonatal health outcomes by identifying potential health risks early. Their technology supports healthcare providers in making informed, proactive decisions to enhance patient safety, reduce healthcare costs, and improve the quality of care for women and children. The tools include solutions for predicting conditions like preeclampsia and advanced bilirubin levels in newborns.

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6. CareSpace®

Company: Persivia

Pricing: unclear

Target Customer: Enterprise

Summary: CareSpace® is a comprehensive digital health platform designed to support healthcare organizations in managing population health and succeeding in value-based care arrangements. It integrates data management, analytics, care coordination, and clinical decision support through AI-driven insights. The platform offers a modular, flexible architecture that addresses a wide range of healthcare needs, from population health management and virtual care to data analytics and interoperability.

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7. Cedar Gate Technologies Platform

Company: Cedar Gate Technologies

Pricing: unclear

Target Customer: Enterprise

Summary: Cedar Gate Technologies offers a comprehensive platform designed to support value-based care and payment models. It integrates data management, analytics, care coordination, payment administration, and expert services to enable payers, providers, and self-funded employers to improve clinical and financial outcomes. The platform facilitates seamless data sharing, predictive analytics, and efficient care management pathways, simplifying complex payment models and reimbursement structures.

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8. MedAware

Company: MedAware

Pricing: unclear

Target Customer: Enterprise

Summary: MedAware utilizes advanced machine learning algorithms and outlier detection mechanisms to monitor and identify preventable medication-related risks at all stages of the patient journey. It integrates seamlessly with health data systems and connected devices, offering a safety layer that enhances clinical outcomes, operational efficiency, and financial performance. The platform's AI engine is designed to be flexible and vendor-agnostic, making it adaptable to various technology environments.

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9. Mendel

Company: Mendel

Pricing: subscription

Target Customer: Enterprise

Summary: Mendel offers a suite of AI-powered tools, including Hypercubes, to enhance clinical data workflows through advanced analytics and reasoning. The platform leverages large language models and a unique clinical Hypergraph to provide physician-level cognition, enabling rapid cohort retrieval, chart review, and data analysis. Mendel aims to streamline operations for healthcare organizations by offering insights grounded in a coherent patient journey, ensuring accuracy and compliance.

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10. cvi42

Company: Circle Cardiovascular Imaging Inc.

Pricing: unclear

Target Customer: Clinic

Summary: cvi42 is an AI-powered platform designed to enhance cardiovascular imaging analysis. It offers clinically validated tools that automate diagnosis processes and integrate seamlessly into clinical workflows, aiming to improve accuracy and efficiency in patient care. The platform supports a range of cardiovascular imaging modalities, providing easy-to-use tools for physicians and technicians.

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11. Trial Accelerator™

Company: Phesi

Pricing: unclear

Target Customer: Enterprise

Summary: Trial Accelerator™ leverages the world's largest clinical trials database, incorporating real-world data to optimize clinical trial design, execution, and patient engagement. It enables life sciences companies to generate Digital Patient Profiles, Digital Twins, and Digital Trial Arms, aiming to streamline drug development processes, enhance trial efficiency, and improve patient outcomes across all disease areas.

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12. Gemini Digital Twins

Company: Aitia

Pricing: not for sale

Target Customer: Researcher

Summary: Gemini Digital Twins leverages supercomputing, causal AI, and massive patient multiomics datasets to create in silico models of human disease. These models facilitate knowledge-based discoveries, enabling the identification of novel intervention points and the development of targeted drugs in collaboration with pharmaceutical companies.

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13. Infinx Healthcare Solutions

Company: Infinx Healthcare

Pricing: subscription

Target Customer: Enterprise

Summary: Infinx Healthcare provides a suite of solutions designed to streamline patient access and optimize revenue cycle management for healthcare providers. By leveraging AI, automation, and human expertise, Infinx's solutions cover the entire revenue cycle, including prior authorization, eligibility verification, medical coding, charge capture, and A/R recovery. These solutions integrate seamlessly with existing healthcare systems, aiming to improve financial outcomes, reduce administrative burdens, and enhance patient care.

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14. Waystar Altitude AI

Company: Waystar

Pricing: subscription

Target Customer: Health System

Summary: Waystar Altitude AI leverages artificial intelligence, generative AI, and advanced automation technologies to enhance productivity and precision across the healthcare revenue cycle. The platform aims to help healthcare providers achieve peak financial performance while ensuring patients can access care with confidence. It offers solutions for financial clearance, patient financial care, revenue capture, claim and payer payment management, denial prevention and recovery, and analytics and reporting.

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15. BIOS Neural Interface and AI Platform

Company: BIOS

Pricing: unclear

Target Customer: Enterprise

Summary: BIOS has developed a groundbreaking platform that combines neural interfaces with artificial intelligence to both read and write the body's neural signals in real time. This technology is designed to understand and correct faulty neural signals that can lead to disease, offering a new approach to digital health treatments. By leveraging this platform, BIOS aims to revolutionize the creation of pharmaceuticals and software-delivered treatments directly to the nervous system, enabling more precise and effective therapies.

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16. MedEvolve Effective Intelligence

Company: MedEvolve

Pricing: subscription

Target Customer: Enterprise

Summary: MedEvolve Effective Intelligence (Ei) is a comprehensive suite that leverages workforce automation and intelligent analytics to streamline the entire revenue cycle management process. From financial clearance to medical billing, it utilizes a generative AI engine to analyze human-generated data, identifying inefficiencies and suggesting actionable insights to reduce manual work and improve financial margins.

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17. ArtFun+

Company: Imageens

Pricing: unclear

Target Customer: Clinic

Summary: ArtFun+ is a clinically validated medical device software developed by Imageens for the measurement of MRI imaging biomarkers, which are significant predictors of cardiovascular diseases and mortality. The software has achieved class 2a approval under the EU MDR, making it a reliable tool for cardiologists and clinics to use in cardiovascular check-ups and prevention strategies by providing personalized reports on cardiovascular age and early detection of cardiovascular diseases.

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18. 2bPrecise

Company: 2bPrecise

Pricing: unclear

Target Customer: Enterprise

Summary: 2bPrecise offers a comprehensive solution for integrating genetic and genomic insights directly into patient care workflows via electronic health record (EHR) systems. It addresses various clinical challenges by providing access to pharmacogenomics data, genetic testing results, and precision medicine support. This enables healthcare providers to make more informed decisions, tailored to the genetic profiles of their patients, thereby improving treatment efficacy and patient outcomes.

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19. Deep Genomics AI Platform

Company: Deep Genomics

Pricing: not for sale

Target Customer: Researcher

Summary: Deep Genomics uses artificial intelligence to simplify the complexity of RNA biology, aiming to accelerate the discovery and development of RNA-based therapies for genetic conditions. Their AI Platform identifies novel targets and evaluates thousands of therapeutic candidates, focusing on precision and efficiency in drug development. The platform supports the exploration of RNA splicing defects and the creation of therapies for a wide range of genetic diseases.

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20. FoundationOne CDx

Company: Foundation Medicine

Pricing: not for sale

Target Customer: Clinician

Summary: FoundationOne CDx is a next-generation sequencing based in vitro diagnostic test designed for advanced cancer patients with solid tumors. It utilizes FFPE tissue samples to analyze 324 genes as well as genomic signatures, helping to identify the genomic alterations driving a patient's cancer. This information can match patients with relevant targeted therapies, immunotherapies, and clinical trial options, providing a personalized approach to cancer treatment.

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In conclusion, the top 20 AI tools in the predictive analytics category for healthcare offer a range of practical benefits. These tools can help healthcare providers improve patient outcomes, increase operational efficiency, and make more informed decisions based on data-driven insights. However, it's important to remember that not all tools are created equal. When selecting an AI tool, healthcare organizations should consider factors such as ease of integration, user-friendliness, and the level of support provided by the tool's developer. They should also evaluate the tool's ability to meet their specific needs and goals. While the potential of AI in healthcare is exciting, it's essential to approach these tools with a thoughtful and critical eye, focusing on practical outcomes and informed decision-making rather than hype.

Featured Tools Quick Reference

  • Gemini Digital Twins logo

    Gemini Digital Twins

    Aitia

    AI-driven in silico models for human disease to accelerate pharmaceutical R&D.

    Target Customer: Researcher

    not for saleVisit Website →
  • ArtFun+ logo

    ArtFun+

    Imageens

    Software for measuring MRI imaging biomarkers for cardiovascular disease risk assessment.

    Target Customer: Clinic

  • Trial Accelerator™ logo

    Trial Accelerator™

    Phesi

    AI-driven data platform and services designed to accelerate clinical development and enable precision medicine.

    Target Customer: Enterprise

  • BIOS Neural Interface and AI Platform logo

    BIOS Neural Interface and AI Platform

    BIOS

    A platform that integrates neural interfaces with AI to read and write the body's neural data for real-time disease treatment.

    Target Customer: Enterprise

  • Infinx Healthcare Solutions logo

    Infinx Healthcare Solutions

    Infinx Healthcare

    Comprehensive suite of AI and automation-driven healthcare revenue cycle management solutions.

    Target Customer: Enterprise

    subscriptionVisit Website →
  • FoundationOne CDx logo

    FoundationOne CDx

    Foundation Medicine

    A comprehensive genomic profiling test for advanced cancer patients with solid tumors.

    Target Customer: Clinician

    not for saleVisit Website →
  • Deep Genomics AI Platform logo

    Deep Genomics AI Platform

    Deep Genomics

    AI platform for discovering and developing RNA-based therapies for genetic conditions.

    Target Customer: Researcher

    not for saleVisit Website →
  • 2bPrecise logo

    2bPrecise

    2bPrecise

    A platform that integrates genetic and genomic insights into patient care through EHR systems.

    Target Customer: Enterprise

  • MedEvolve Effective Intelligence logo

    MedEvolve Effective Intelligence

    MedEvolve

    A suite of solutions that automates and optimizes the revenue cycle management process for healthcare organizations.

    Target Customer: Enterprise

    subscriptionVisit Website →
  • Waystar Altitude AI logo

    Waystar Altitude AI

    Waystar

    AI-powered software suite designed to automate and improve financial outcomes in healthcare.

    Target Customer: Health System

    subscriptionVisit Website →
  • cvi42 logo

    cvi42

    Circle Cardiovascular Imaging Inc.

    AI-powered platform for cardiovascular imaging analysis.

    Target Customer: Clinic

  • Mendel logo

    Mendel

    Mendel

    AI platform designed to mimic physician-level cognitive abilities for clinical data workflows.

    Target Customer: Enterprise

    subscriptionVisit Website →
  • MedAware logo

    MedAware

    MedAware

    AI-powered medication safety monitoring platform that identifies medication-related risks across the patient journey.

    Target Customer: Enterprise

  • NeoPredics logo

    NeoPredics

    NeoPredics AG

    Predictive analytics software for maternal and neonatal health risks.

    Target Customer: Clinic

  • Cedar Gate Technologies Platform logo

    Cedar Gate Technologies Platform

    Cedar Gate Technologies

    An integrated technology platform for managing value-based care and payments.

    Target Customer: Enterprise

  • CareSpace® logo

    CareSpace®

    Persivia

    An AI-driven digital health platform that supports value-based care and population health management.

    Target Customer: Enterprise

  • Kintsugi Voice logo

    Kintsugi Voice

    Kintsugi Mindful Wellness, Inc

    API-first platform that uses voice biomarkers to identify mental health challenges in real-time.

    Target Customer: Enterprise

    subscriptionVisit Website →
  • TriageGO logo

    TriageGO

    Radiometer

    AI-based tool for optimizing patient triage in emergency departments.

    Target Customer: Enterprise

  • Opal Computational Platform logo

    Opal Computational Platform

    Valo Health

    A platform that combines machine learning, tissue biology, and patient data to accelerate drug discovery and development.

    Target Customer: Enterprise

  • Isomorphic Labs logo

    Isomorphic Labs

    Isomorphic Labs

    AI-driven platform aimed at revolutionizing drug discovery and design.

    Target Customer: Researcher