Healthtech · Payers & Benefits · 200–1000 · North America #b035_02

Context

We run senior-focused health plans and also sell physician decision-support software, which means we ingest messy clinical records from many outside sources.

Industry

Healthtech · Payers & Benefits

Size

200–1000 employees

Region

North America

Tools budget

$5K–20K per month

Needs

Data pipelines & integration. Onboarding each new clinical data source takes weeks of custom mapping and we lack visibility when feeds silently break.

Today: engineering managers hand-map each clinical source into a shared model, owned by one pillar · Urgency: now

SOC 2 / ISO 27001 automation. Selling software to outside clinics means recurring security attestations, and evidence gathering still eats engineering time.

Today: attestation duty sits with engineering leadership, so evidence work falls on engineers · Urgency: now

AI coding assistants. Leadership wants AI-assisted development across teams but we need it safe for regulated health code.

Today: leadership mandates assistants and automated testing across development, without named standards · Urgency: now

Who decides

vp engineering · security review

Expects from suppliers

Native connectors for clinical record formats; Clear audit trails for every data transformation; Pricing that scales with sources, not seats

Not a fit

Consumer wellness tools; Vendors without healthcare compliance experience

Stack

data warehouse: cloud, EHR system in place, CI/CD pipeline in place

Buying triggers

new market or product launch, AI adoption push