Case study

Enterprise GenAI platform in a regulated healthcare setting

A publicly shareable summary of platform work I owned internally: evaluation, enterprise hardening, and the production rollout of a GenAI assistant capability.

Context

As the internal lead for GenAI platform delivery in a regulated clinical laboratory, I owned this work end to end. It sat at the intersection of AI capability, existing enterprise IT, regulated data boundaries, stakeholder trust, and real operational adoption. The goal was never a demo — it was a platform path that can be operated, governed, and adopted across the organization.

What I drove

• Clarified platform boundaries, integration points, and operational ownership.
• Evaluated the GenAI capability against concrete workflow and governance requirements.
• Defined enterprise hardening requirements for security, data handling, and observability.
• Shaped the rollout path from controlled introduction to broader organizational use.

Role

Solution architecture, decision frameworks, stakeholder alignment, and delivery — as the accountable internal lead, with hands-on technical judgment and executive context: enough detail to make the platform real, enough abstraction to keep decisions legible for leadership.