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Healthtech · Digital Care · 200–1000 · Asia-Pacific #b040_12

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Context

We build a symptom checking app for consumers and intake tools for hospitals, now adding conversational guidance powered by large language models.

Industry: Healthtech · Digital Care
Size: 200–1000 employees
Region: Asia-Pacific
Tools budget: $5K–20K per month
Needs: Guardrails for AI agents and LLM apps. Conversational health guidance must never give dangerous advice, and we need guardrails that adapt across languages and markets.
Today: an in-house multi-model gateway plus quick safety vetting of outside AI tools · Urgency: now
Data governance & catalog. Symptom data spread across our warehouse and dashboards needs clearer ownership and access rules as teams in several regions grow.
Today: policy-led governance following an industry guide for hospital generative AI use · Urgency: this year
Who decides: ciso security · security review
Expects from suppliers: Guardrails tuned for medical content in several languages; Integration with a cloud warehouse; Works with a flat, self-organising team
Not a fit: Vendors without Asian language support; Tools requiring dedicated admins
Stack: cloud: GCP-class hyperscaler, data warehouse: cloud, LLM APIs in production, ticketing / issue tracker
Buying triggers: AI adoption push, new market or product launch

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