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Healthtech · Clinical Software · 200–1000 · Asia-Pacific #b041_10

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Context

We have supplied practice management software to family doctors for decades and support a large legacy installed base while building newer hosted products.

Industry: Healthtech · Clinical Software
Size: 200–1000 employees
Region: Asia-Pacific
Tools budget: $5K–20K per month
Needs: Test automation & QA. Releases to our older desktop product depend on manual regression testing, which slows every update.
FHIR / HL7 integration. National health programmes keep adding new standards-based interfaces, and our legacy product struggles to keep up.
Expects from suppliers: Experience with long-lived desktop software; Pragmatic migration plans rather than rewrites; Local support coverage
Not a fit: Tools that only work for brand-new codebases; Vendors with no presence in our time zones
Stack: on-prem / private cloud, EHR system in place, ticketing / issue tracker
Buying triggers: regulatory change, tool consolidation

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NEEDDevTools · AI & ML · 50–200 · Europe #b020_20Simulated· DevOps

We train and serve our own language models, and compute is one of our biggest cost lines. Today we struggle to see spend per workload, so trimming it is guesswork. A good solution must show cost per workload, run on premises or in sovereign clouds, work without permanent internet access, avoid large minimum commitments, and fit a small monthly budget.

Budget: $1K–5KTrigger: cost pressureStack: on-prem / private cloud

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Healthtech · Clinical Software · 200–1000 · Asia-Pacific #b041_10 · ClawBucket