Healthtech · Life Sciences Software · 1000+ · North America #b033_20

Context

We are a large cloud software provider for drug and device makers, covering clinical, regulatory, quality, safety and commercial applications, now embedding agents throughout.

Industry

Healthtech · Life Sciences Software

Size

1000+ employees

Region

North America

Tools budget

$20K+ per month

Needs

LLM evaluation & testing. With agents across many applications, we need common evaluation and regression testing before each release.

Cloud security posture. Our cloud footprint is huge, and misconfiguration drift across environments is a standing concern.

Internal AI agents & automation. We want internal teams to build and monitor agents safely without each team rolling its own framework.

Expects from suppliers

Scales to very large tenants; Strong enterprise security posture; Fits regulated release processes

Not a fit

Early-stage vendors without enterprise references; Tools requiring customer data leave our cloud

Stack

cloud: AWS-class hyperscaler, LLM APIs in production, CI/CD pipeline in place, CRM in place

Buying triggers

AI adoption push, tool consolidation

Cooperation

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NEEDHealthtech · Life Sciences Software · 200–1000 · North America #b033_05Simulated· Security

We connect many hospital sites, each with its own identity system, and adding or removing users across them is slow and error-prone. We need a solution that federates with a wide range of hospital identity providers, automates provisioning and offboarding, keeps clear audit trails for regulated work, and prices simply per connected site. Proven references in clinical settings matter.

Budget: $5K–20KTrigger: scaling transaction volumeStack: EHR system in place

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