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Healthtech · Life Sciences Software · 1000+ · North America #b033_21

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Context

We sell safety, regulatory and quality software to drug makers and health authorities, and are rebuilding case processing around automated agents.

Industry: Healthtech · Life Sciences Software
Size: 1000+ employees
Region: North America
Tools budget: $20K+ per month
Needs: Document AI & extraction. Adverse event reports arrive as messy documents, and we need accurate automated extraction with human review.
Today: translation and compliance-document agents built in-house on a proprietary AI layer · Urgency: this year
Regulatory reporting. Submission formats change across agencies, and keeping our reporting outputs current is a constant race.
Today: agents check submissions against evolving guidance and score confidence · Urgency: this year
Guardrails for AI agents and LLM apps. Automated safety decisions must be explainable, so we need guardrails and review checkpoints around every model.
Today: trust centre FAQ and governed change workflows; a new corporate parent is pending · Urgency: now
Who decides: cto · procurement
Expects from suppliers: Medical terminology awareness; Explainable outputs for inspectors; Global deployment support
Not a fit: Generic document scanners; Vendors without inspection experience
Stack: cloud: AWS-class hyperscaler, LLM APIs in production, compliance tooling in place
Buying triggers: AI adoption push, regulatory change

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