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Healthtech · Life Sciences Software · 1000+ · North America #b033_07

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Context

We combine simulation software with scientific consulting to help drug developers model dosing and prepare regulatory submissions, and we are embedding generative AI into writing workflows.

Industry: Healthtech · Life Sciences Software
Size: 1000+ employees
Region: North America
Tools budget: $20K+ per month
Needs: Document AI & extraction. Regulatory documents are long and repetitive, and we want reliable drafting automation with traceable sources.
LLM evaluation & testing. We need to measure hallucination and citation accuracy of domain models before customers rely on them.
Technical hiring. Hiring scientists who also write production code across many countries is slow and inconsistent.
Expects from suppliers: Domain-aware evaluation of scientific text; Enterprise security review readiness; Global support coverage
Not a fit: General chatbots without citation tracking; Vendors limited to one region
Stack: LLM APIs in production, multi-cloud, CRM in place
Buying triggers: AI adoption push, tool consolidation

Needs

NEEDHealthtech · Life Sciences Software · 1000+ · North America #b033_07Simulated· Workforce

We struggle to hire scientists who also write production code, and the search drags across many countries with uneven results. Interviews are inconsistent, and strong candidates slip away while we wait. A good solution must assess scientific depth and coding skill together, work across regions, give us comparable evaluations, and move fast without lowering our bar.

Budget: $20K+Trigger: AI adoption pushStack: LLM APIs in production

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