Skovos vs Qualified Health
Skovos publishes this comparison. We describe Qualified Health from its own public website and cite it below. Qualified Health is a strong company, and for many health systems it is the right choice.
What is the main difference between Skovos and Qualified Health?
Qualified Health is an all-in-one generative AI platform for health systems: it helps you build, deploy, govern and measure AI inside one environment. Skovos is a governance layer that sits across AI agents from many vendors and gives each one an identity, a permission check on every action, an audit trail the hospital owns, a stop control and signed evidence. One is a platform you run AI on. The other is a control point for AI you run anywhere.
What Qualified Health does well
Qualified Health describes itself as "one unified, healthcare-native AI platform" that delivers proven solutions, end-to-end governance and ROI. Its site lists:
- Builder tools so clinical and operational teams can create, test and scale their own agents and workflows.
- A library of ready solutions for clinical and operational workflows.
- Governance features including audit trails that log every prompt, action and output, role-based access controls, risk-based guardrails with human review, and post-deployment monitoring.
- Workforce training and outcome tracking.
It has real scale. Qualified Health announced $125M in new funding in March 2026, names customers including Emory Healthcare, Jefferson Health, University of Rochester Medicine, Mercy, UT Health institutions, University of Texas Medical Branch and Sanford Health, and reports more than 500,000 users.
If your health system wants one partner to stand up generative AI across departments, with governance included, Qualified Health is built for that.
What Skovos does
Skovos is narrower by design. It governs AI agents, whoever built them. For each agent it provides:
- A registered identity with an accountable owner, a role and scoped permissions written as action and resource pairs.
- An explicit permission check before each action. Every allow or deny decision is written to the audit trail.
- A tamper-evident audit trail that is hash-chained, so anyone can recompute the chain and detect edits. The hospital owns it.
- A recall control the hospital owns. Recalling an agent stops it immediately, and all later permission checks deny it, without waiting on the agent's vendor.
- Signed evidence exports in an OVERT v1.1 style profile that auditors can verify independently.
Skovos also offers a connector for Claude and ChatGPT over the Model Context Protocol, so a governance lead can ask "which agents can write to orders?" or "stop the sepsis agent" in plain language. Skovos governs agents that are connected to it or checked through it. It does not observe systems it is not connected to.
Side-by-side comparison
| Qualified Health | Skovos | |
|---|---|---|
| Primary job | Build, deploy, govern and measure AI in one platform | Govern AI agents across vendors |
| Builds agents and workflows | Yes, builder tools and a solution library | No |
| Governs agents built elsewhere | Focus is AI running on its platform | Yes, that is the core use |
| Audit trail | Logs prompts, actions and outputs | Hash-chained, tamper-evident, owned by the hospital, with integrity check |
| Stop control | Human-in-the-loop guardrails | Recall stops an agent immediately; all later checks deny |
| Evidence for auditors | Review-ready records and dashboards | Signed evidence bundle with independent verification |
| Workforce training | Yes | No |
| Scale today | Large health system customer base | Early-stage company |
When Qualified Health is the better fit
Choose Qualified Health when you are early in generative AI and want one vendor to deliver use cases, an agent builder, training and governance together. The platform approach reduces the number of contracts and integrations. Its customer list also gives peer references that a newer company cannot yet match.
When Skovos is the better fit
Choose Skovos when AI is already arriving from many directions: EHR features, ambient scribes, revenue cycle agents, in-house builds and model API keys. In that world no single platform hosts everything, and governance needs to be neutral. Skovos also fits when your governance committee wants to own the audit record and the stop control directly, rather than rely on each vendor's logs and support queue.
Can you use both?
Yes. A health system can build agents on Qualified Health and still register them in Skovos, check their actions against hospital-owned permissions and keep one audit trail across every vendor. The two products answer different questions. Qualified Health asks how to deliver AI across the enterprise. Skovos asks who each agent is, what it may touch, what it did, whether you can prove it, and whether you can stop it.
Questions to ask either vendor
- Show me a denied action and the record it produced.
- If we end the contract, what happens to our audit history?
- Can our team stop an agent without opening a support ticket?
- Can an outside auditor verify the evidence without your help?
- Which AI systems will this product not see?
Frequently asked questions
Is Skovos a competitor to Qualified Health?
Partly. Both include AI governance, but Qualified Health is a full AI platform and Skovos is a governance layer for agents from any vendor. Some health systems could use both.
Does Skovos build AI agents?
No. Skovos governs agents that other vendors or your own teams build. Qualified Health includes builder tools.
Which one is better for a health system with many AI vendors?
Skovos is designed for that case, because it gives one control point across vendors. Qualified Health is designed to consolidate AI onto its own platform.
Who owns the audit trail?
In Skovos, the hospital owns a hash-chained audit trail it can verify itself. Ask Qualified Health directly how audit data is stored and exported under your contract.
How do I stop a misbehaving agent in each product?
In Skovos, a recall stops the agent and every later permission check denies it. Qualified Health describes human-in-the-loop guardrails; ask for a live demo of its stop path.
Related reading
- How health systems evaluate enterprise AI platforms
- What is AI governance in healthcare?
- Building an enterprise AI governance program
- AI agent inventory for health systems
Sources
- Qualified Health home page (features, customers, funding, users): https://www.qualifiedhealthai.com/
- Qualified Health Series B, PR Newswire (Mar 25, 2026): https://www.prnewswire.com/news-releases/qualified-health-raises-125m-series-b-to-meet-growing-demand-for-enterprise-ai-transformation-across-health-systems-302723600.html
- Skovos connector documentation: https://mcp.skovos.ai/docs
- Skovos overview: https://www.skovos.ai/llms.txt