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AI / ML

The crowd matters.

For far too long, we the people who want to give and get better care have had no say in what new ideas get into practice. When you support new ideas here they are over 20 times more likely to get out to market - sometimes incredibly fast. So explore, like, try, pilot, partner, mentor, or invest in these companies and ideas and let's fix healthcare, one awesome idea at a time!

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MedStartr Mentors for AI / ML:

Artificial intelligence and machine learning innovations in healthcare

Also known asArtificial Intelligence applications in medicine
🚀1,037Innovations
🌿7Sub-categories

Fyggy's top 10 in AI / ML

Ranked by MedStartr Engagement Score.

  1. 1
    Helpp.ai
    MedStartr Engagement Score268
  2. 2
    Alertgy
    MedStartr Engagement Score170
  3. 3
    Mediphore
    MedStartr Engagement Score120
  4. 4
    DirectShifts
    MedStartr Engagement Score89
  5. 5
    Autonomic Health

    ▲ Moving up this week (+1)

    MedStartr Engagement Score67
  6. 6
    Alysia Health
    MedStartr Engagement Score62
  7. 7
    Delfi Diagnostics
    MedStartr Engagement Score60
  8. 8
    Tala Health
    MedStartr Engagement Score58
  9. 9
    Infinx
    MedStartr Engagement Score52
  10. 9
    Proscia
    MedStartr Engagement Score52
See the full leaderboard →

Innovations in AI / ML

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Helpp.ai

Helpp.ai

Pre-Seed

Dallas, TX, US

★★★★★5.0 · 1 review

Helpp.ai is a healthcare technology company that uses an AI-powered camera system for proactive fall prevention and risk assessment in hospitals, post-acute care facilities, and...

...more
Business ModelB2B, Technology as a Service
Core TechAdvanced AI-powered camera system with computer vision an...
Founded2023
AI / ML
Get Involved in Helpp.ai

15 engagements

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Alertgy

Alertgy

Seed

Melbourne, Florida, United States

★★★★★5.0 · 1 review

Alertgy is a healthcare technology company focused on revolutionizing diabetes management through its non-invasive continuous glucose monitoring (NICGM) technology, DeepGluco™. ...

...more
Business ModelSaaS
Core TechAlertgy's core technology is its Non-Invasive Continuous ...
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Founded2016
Diabetes
Get Involved in Alertgy

9 engagements

Only accessible to MedStartr community members. Join now
Mediphore

Mediphore

Bootstrapped

New York, NY, United States

★★★★☆4.4 · 3 reviews

Mediphore enhances healthcare process efficiency by re-engineering medical workflows, not just data. Their proven, patented technology delivers solutions via an interoperable, n...

...more
Business ModelB2B Platform
Core TechPatented Process Interoperability Platform (PIPCO) and In...
Founded2018
Interoperability
Get Involved in Mediphore

10 engagements

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DirectShifts

DirectShifts

Series A

New York, NY, US

DirectShifts is an AI-powered healthcare staffing platform that connects clinicians with flexible job opportunities. They help hospitals and healthcare systems fill shifts effic...

...more
Business ModelB2B, Marketplace, SaaS
Core TechAI-powered clinician matching and scheduling platform
Only accessible to MedStartr community members. Join now
Founded2018
AI / ML
Get Involved in DirectShifts

5 engagements

AI-generated hero image for Autonomic Health

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

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Autonomic Health

Autonomic Health

Seed

New York, NY, United States

★★★★☆3.8 · 3 reviews

Autonomic Health is building the first AI doctor powered by the nervous system. The autonomic nervous system manages all organs 24/7 and drifts three to five years before diseas...

...more
Business ModelB2B2C and cash-pay. Clinics and platforms pay per test and deliver it to their patients, co-branded "Powered by Autonomic Health". No revenue line assumes reimbursement. Ongoing monitoring is the next paid product.
Core TechCAJAL, our patent-pending AI model, reads both branches o...
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Founded2024
Get Involved in Autonomic Health

9 engagements

Only accessible to MedStartr community members. Join now
Alysia Health

Alysia Health

Bootstrapped

New York, NY, United States

Personalized health insights for women living with chronic conditions. Information women need. Empowerment they deserve. Alysia Health bridges the gap between how women feel and...

...more
Business ModelB2C and B2B
Core TechAI-enabled analytics combining patient-reported data with...
Founded2026
Digital Health
Get Involved in Alysia Health

4 engagements

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Delfi Diagnostics

Delfi Diagnostics

Seed

Delfi Diagnostics focuses on early cancer detection using machine learning.

Business ModelB2B
Core TechFragmented DNA patterns in blood plasma, machine learning
Only accessible to MedStartr community members. Join now
Precision Medicine/Diagnostics
Get Involved in Delfi Diagnostics

2 engagements

Only accessible to MedStartr community members. Join now
Tala Health

Tala Health

Seed

Miami, Florida, US

Tala Health is an AI healthcare platform for early symptom assessment and patient routing, integrating proprietary AI agents with licensed clinicians across the full patient jou...

...more
Business ModelValue-Based Care
Core Techmulti-agent AI system combining clinical and non-clinical...
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Founded2024
Telehealth/Virtual Care
Get Involved in Tala Health

2 engagements

AI-generated hero image for Infinx

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

Only accessible to MedStartr community members. Join now
I

Infinx

Growth

Infinx Healthcare is a healthcare technology company providing AI-powered revenue cycle management solutions, including prior authorization, medical coding, billing, and revenue...

...more
Business ModelB2B, SaaS, Managed Services
Core TechInfinx's core technology includes its Healthcare Revenue ...
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Claims/Revenue Cycle AI
Get Involved in Infinx
Only accessible to MedStartr community members. Join now
Proscia

Proscia

Series D+

Proscia is a digital pathology company offering the Concentriq platform, which provides AI-powered virtual staining and integrates with molecular tests and pathology reports to ...

...more
Business ModelB2B
Core TechThe Concentriq platform for digital pathology, including ...
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Precision Medicine/Diagnostics
Get Involved in Proscia

1 engagement

AI-generated hero image for CodaMetrix

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

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C

CodaMetrix

Series C

Multi-specialty autonomous medical coding platform.

Business ModelSaaS
Core Techautonomous medical coding platform
Only accessible to MedStartr community members. Join now
Claims/Revenue Cycle AI
Get Involved in CodaMetrix
Only accessible to MedStartr community members. Join now
Vida Health

Vida Health

Series D+

Vida Health is a virtual care company providing personalized health programs to prevent, manage, and reverse chronic physical and behavioral health conditions.

...more
Business ModelHybrid
Core TechAI-powered mobile app with human-led care from coaches an...
Only accessible to MedStartr community members. Join now
Telehealth/Virtual Care
Get Involved in Vida Health
Only accessible to MedStartr community members. Join now
Woebot Health

Woebot Health

Series B

Woebot Health, founded in 2014 and headquartered in San Francisco, California, develops digital therapeutics and mental wellness applications using conversational AI chatbots. I...

...more
Business ModelB2B SaaS
Core Techconversational AI chatbots
Only accessible to MedStartr community members. Join now
Behavioral Health
Get Involved in Woebot Health
Only accessible to MedStartr community members. Join now
Ambience Healthcare

Ambience Healthcare

Series C

Ambience Healthcare has raised $345 million in total funding, with a current valuation of $1.25 billion as of July 2025. It offers an AI scribe service, which is integrated into...

...more
Business ModelB2B SaaS
Core TechAI scribe service
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Clinical Documentation AI
Get Involved in Ambience Healthcare
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Nabla

Nabla

Series C

Nabla offers a SaaS-based ambient AI assistant for clinical documentation, leveraging proprietary Large Language Models (LLM) and Speech-to-Text (STT) technologies. The platform...

...more
Business ModelB2B SaaS
Core TechProprietary Large Language Models (LLM) and Speech-to-Tex...
Only accessible to MedStartr community members. Join now
Clinical Documentation AI
Get Involved in Nabla
Only accessible to MedStartr community members. Join now
Plenful

Plenful

Series B

Plenful is an AI-powered healthcare workflow automation platform that significantly reduces manual work, identifies substantial savings opportunities, and improves operational e...

...more
Business ModelB2B SaaS
Core TechNo-code, AI-informed healthcare workflow automation platf...
Only accessible to MedStartr community members. Join now
Practice Management
Get Involved in Plenful
Only accessible to MedStartr community members. Join now
Aignostics

Aignostics

Series B

Aignostics, founded in 2018, develops explainable AI foundation models for digital pathology and computational biomarker discovery. The company is headquartered in Berlin, Germa...

...more
Business ModelB2B
Core Techexplainable AI foundation models
Only accessible to MedStartr community members. Join now
Precision Medicine/Diagnostics
Get Involved in Aignostics

1 engagement

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Artisight

Artisight

Series B

Artisight provides an AI-powered virtual nursing platform, leveraging ambient AI, computer vision, and sensor technology. The company was recognized for an AI-powered nursing pl...

...more
Business ModelHybrid
Core Techambient AI, computer vision, and sensor technology
Only accessible to MedStartr community members. Join now
Clinical Documentation AI
Get Involved in Artisight
Only accessible to MedStartr community members. Join now
First Outcomes

First Outcomes

Seed

New York, NY, United States

★★★☆☆3.0 · 2 reviews

First Outcomes is building the AI workforce for patient referrals, automating the end to end workflow allowing managed care patients to see a specialist. Referrals create hours ...

...more
Business ModelAI Referral Agent
Founded2026
Population Health
Get Involved in First Outcomes

7 engagements

Only accessible to MedStartr community members. Join now
Conceivable Life Sciences

Conceivable Life Sciences

Unknown

Conceivable Life Sciences is a biotechnology company developing a fully automated AI-powered IVF lab, named AURA, to enhance precision, quality, and scalability in fertility tre...

...more
Business ModelOther
Core TechAURA
Only accessible to MedStartr community members. Join now
Precision Medicine/Diagnostics
Get Involved in Conceivable Life Sciences

1 engagement

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Freed

Freed

Series A

Freed is a clinical documentation AI that transcribes patient visits in over 14 languages and generates EHR-ready notes. It saves clinicians 2-3 hours daily, collectively saving...

...more
Business ModelB2B SaaS
Core TechUses a fine-tuned OpenAI Whisper model optimized for clin...
Only accessible to MedStartr community members. Join now
Clinical Documentation AI
Get Involved in Freed
Only accessible to MedStartr community members. Join now
Laguna

Laguna

Series A

Laguna Health is an AI-powered healthcare technology company that enhances care management for patients transitioning home after hospitalization and those with complex care need...

...more
Business ModelB2B
Core TechAI-powered contextual care management platform, Natural L...
Only accessible to MedStartr community members. Join now
Other
Get Involved in Laguna
AI-generated hero image for Tern Group

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

Only accessible to MedStartr community members. Join now
T

Tern Group

Series A

An AI recruitment platform.

Business ModelAI-powered global talent mobility platform; B2B (selling to healthcare clients/hospitals) for recruitment, training, and deployment services.
Core TechAn AI-driven clinical workforce platform developed by cli...
Only accessible to MedStartr community members. Join now
Other
Get Involved in Tern Group
Only accessible to MedStartr community members. Join now
Mune Health

Mune Health

Mune Health, Inc. is an AI-driven healthcare company, established in 2025, focused on empowering individuals with autoimmune diseases to lead full lives. It aims to provide affo...

...more
Business ModelB2C (personalized digital care programs, Mune App), B2B (accessibility for UHC members), Digital Health Platform, Health Coaching Services.
Core TechAI-driven approach that analyzes user data and input to g...
Founded2025
AI / ML
Get Involved in Mune Health

Showing 24 of 1,037 innovations. Browse them all →

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