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Healthtech · Digital Care · 1000+ · North America #b025_01

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Context

We are a large virtual physical therapy and behavioral program sold through employers and health plans, with a sizable in-house engineering organization.

Industry: Healthtech · Digital Care
Size: 1000+ employees
Region: North America
Tools budget: $20K+ per month
Needs: Guardrails for AI agents and LLM apps. We are shipping conversational AI that supports therapy sessions and need safety rails, red-teaming and monitoring before members rely on it.
AI coding assistants. We want agent-based coding tools rolled out across many engineering teams without losing review quality or leaking source.
Expects from suppliers: Clinical safety testing tailored to therapeutic conversations; Enterprise controls for code assistants, including audit logs; Evidence packages our privacy reviewers accept quickly
Not a fit: Consumer chatbot vendors without healthcare safety experience; Tools that require sending patient data to unvetted endpoints
Stack: cloud: AWS-class hyperscaler, LLM APIs in production, CI/CD pipeline in place
Buying triggers: AI adoption push, new market or product launch

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NEEDHealthtech · Life Sciences Software · 200–1000 · North America #b033_05Simulated· Security

We connect many hospital sites, each with its own identity system, and adding or removing users across them is slow and error-prone. We need a solution that federates with a wide range of hospital identity providers, automates provisioning and offboarding, keeps clear audit trails for regulated work, and prices simply per connected site. Proven references in clinical settings matter.

Budget: $5K–20KTrigger: scaling transaction volumeStack: EHR system in place

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