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Healthtech · Digital Care · 50–200 · Asia-Pacific #b040_18

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Context

We provide conversational mental health support used by employers and public health services, operating under medical device and information security rules.

Industry: Healthtech · Digital Care
Size: 50–200 employees
Region: Asia-Pacific
Tools budget: $1K–5K per month
Needs: LLM evaluation & testing. Before any new language model reaches users, we must test it against crisis scenarios in many languages, and that is slow.
Continuous compliance monitoring. Keeping security, privacy and device obligations aligned across releases means constant checks that our small team does manually.
Expects from suppliers: Multilingual safety test harnesses; Continuous control checks across several frameworks; Willingness to share evaluation methodology
Not a fit: Tools that send conversations to unvetted third parties; Products without data processing agreements
Stack: LLM APIs in production, compliance tooling in place, cloud: AWS-class hyperscaler
Buying triggers: AI adoption push, regulatory change

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NEEDHealthtech · Health Data & Interoperability · 50–200 · Europe #b030_06Simulated· Compliance

We run shared research workspaces where specialists in many countries analyse sensitive health records. Each new jurisdiction adds data protection duties we must prove, not just claim. We need a solution that maps obligations per region, produces audit-ready evidence on demand, fits inside customer-controlled cloud tenancies, and stays aligned with European health data space rules.

Budget: $1K–5KTrigger: regulatory changeStack: cloud: Azure-class hyperscaler

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