By industry
AI Tools for Healthcare (2026)
5 tools tracked · 2 active · 3 dead or at risk · Updated August 3, 2026
Healthcare is the category where AI ambition has most consistently collided with reality. This page is unusual because the failures are more instructive than the survivors: a heavily funded digital-health provider collapsed, a widely deployed hospital automation company wound down and sold off its parts, and a science-specific model was withdrawn days after launch.
The pattern across all three is the same. Clinical claims require evidence, regulated procurement moves slowly, and consumer-grade AI economics do not survive contact with either.
Below, each tool carries verified status, and every failure links to a full postmortem. Anything touching patient data belongs in a compliance review before a pilot, not after.
Still Active
ChatGPT
🟢ActiveAdministrative and drafting use only, under review
OpenAI's conversational AI assistant that sparked the generative AI revolution.
Read the ChatGPT status page or ChatGPT alternatives, best tools like ChatGPT, is ChatGPT dead?, what happened to ChatGPT and why ChatGPT failed.
Claude
🟢ActiveBest for summarising long clinical documents
Anthropic's AI assistant known for being helpful, harmless, and honest.
Read the Claude status page or Claude alternatives, best tools like Claude, is Claude dead?, what happened to Claude and why Claude failed.
Dead or At Risk
These have shut down, been abandoned, or been absorbed into another company. Check before you renew.
Babylon Health
🔴Shutdown / DeadCollapsed - the cautionary tale of digital health AI
Babylon Health was a UK telehealth and AI symptom-checker company that went public via SPAC in 2021 at a $4.2B valuation. Its 'AI doctor' chatbot drew regulatory scrutiny from the UK MHRA over accuracy claims. After delisting from the NYSE and an attempted private rescue in 2023, the US subsidiary filed Chapter 7 bankruptcy in August 2023 and the UK operation went into administration. The brand and apps are gone.
Read the Babylon Health status page or Babylon Health alternatives and best tools like Babylon Health.
Olive AI
🔴Shutdown / DeadWound down and sold off its business units
Olive was a healthcare RPA-and-AI company that hit a $4B valuation in 2021 after raising over $900M from General Catalyst, Tiger Global, and Vista. Customer hospitals reported the bots underdelivered and were difficult to maintain. After multiple layoff rounds in 2022 and 2023, Olive sold its two remaining business units to Waystar and Humata Health in October 2023 and shut down. The brand is gone; the website now serves a single sunset notice.
Read the Olive AI status page or best tools like Olive AI and is Olive AI dead?.
Galactica
🔴Shutdown / DeadWithdrawn days after launch over accuracy concerns
Meta's scientific language model designed to help researchers with papers and knowledge.
Read the Galactica status page.
Side-by-Side Comparison
| Tool | Status | Best for | Deep dive |
|---|---|---|---|
| ChatGPT | Active | Administrative and drafting use only, under review | ChatGPT alternatives |
| Claude | Active | Best for summarising long clinical documents | Claude alternatives |
| Babylon Health | Shutdown / Dead | Collapsed - the cautionary tale of digital health AI | Babylon Health alternatives |
| Olive AI | Shutdown / Dead | Wound down and sold off its business units | best tools like Olive AI |
| Galactica | Shutdown / Dead | Withdrawn days after launch over accuracy concerns | Galactica status |
How to Choose
- →Is there peer-reviewed or regulatory evidence for the clinical claim?
- →Is patient data handled under a compliant, signed agreement?
- →Who is liable when the model is wrong?
- →Does it integrate with the electronic health record, or add another silo?
Frequently Asked Questions
Why do healthcare AI companies fail so often?
Clinical validation, regulated procurement, and reimbursement all move far slower than software funding cycles. Companies frequently run out of money before evidence and contracts arrive.
Which healthcare AI companies have shut down?
Babylon Health collapsed, Olive AI wound down and sold off its business units, and Meta's Galactica was withdrawn. Full postmortems for each are linked on this page.
Can general AI models be used in clinical settings?
Only in administrative and drafting roles under human review, and only under an agreement covering patient data. They are not cleared decision-support tools.
Keep Reading: Status Checks and Alternatives
Deeper research on the tools above — shutdown reports, death-signal checks, and replacement shortlists.
- → ChatGPT alternatives
- → best tools like ChatGPT
- → is ChatGPT dead?
- → what happened to ChatGPT
- → why ChatGPT failed
- → Claude alternatives
- → best tools like Claude
- → is Claude dead?
- → what happened to Claude
- → why Claude failed
- → Babylon Health alternatives
- → best tools like Babylon Health
- → best tools like Olive AI
- → is Olive AI dead?