Healthtech · Health Data & Interoperability · 1000+ · North America #b029_22

Context

We are a large healthcare software company offering a unified data platform plus automation agents for revenue cycle, population health and insurer analytics.

Industry

Healthtech · Health Data & Interoperability

Size

1000+ employees

Region

North America

Tools budget

$20K+ per month

Needs

Guardrails for AI agents and LLM apps. We deploy many agents into clinical and financial workflows, and each needs guardrails, monitoring and audit trails.

Today: a governed agent layer with built-in audit trails, built and operated in-house · Urgency: this year

LLM evaluation & testing. Before agents go live with a client, we need systematic evaluation for accuracy and safety.

Today: strategist and engineering roles validate AI deployments on live health system data · Urgency: this year

Claims & prior authorization. Prior authorization and claims agents must handle diverse insurer rules reliably.

Today: revenue cycle agents scrub, submit and appeal claims inside an in-house platform · Urgency: this year

Who decides

cto · procurement

Expects from suppliers

Enterprise scale agent monitoring; Healthcare specific evaluation datasets; Audit logs suitable for clients

Not a fit

Single use toys; Vendors without healthcare security posture

Stack

multi-cloud, LLM APIs in production, data warehouse: cloud, EHR system in place

Buying triggers

AI adoption push, scaling transaction volume