Healthtech · Clinical Software · 1000+ · North America #b027_13

Context

We sell cloud record, practice management and billing software tailored to specialty physician practices, with growing AI and analytics offerings across a large distributed workforce.

Industry

Healthtech · Clinical Software

Size

1000+ employees

Region

North America

Tools budget

$20K+ per month

Needs

Data pipelines & integration. Our pipelines feeding analytics and AI products have grown complex, and reliability suffers when upstream schemas change.

Today: a managed team of data engineers running distributed batch jobs on a lakehouse · Urgency: this year

Identity & access management. We are rolling out enterprise identity and data loss controls across a large workforce and need clean coverage reporting.

Today: in-house identity software plus an engineer administering endpoint and data-loss tooling · Urgency: this year

Data governance & catalog. As AI features expand, we need clear rules and a catalog showing which patient data may feed which models.

Today: a new director shaping an AI allowlist and privacy assessments in a committee · Urgency: now

Who decides

ciso security · procurement

Expects from suppliers

Native fit with a lakehouse and workflow orchestrator; Governance controls built for model training data; Enterprise support across several regions

Not a fit

Tools that only work for single-cloud startups; Vendors without health data agreements

Stack

cloud: AWS-class hyperscaler, data warehouse: cloud, EHR system in place, LLM APIs in production

Buying triggers

AI adoption push, regulatory change