Solution Architecture
Target architecture, platform boundaries, integration patterns, and operating model.
Enterprise architecture · GenAI platforms · regulated industries
Principal AI Solutions Architect
I own the path from AI ambition to a system running in production: secure architecture, pragmatic and cost-efficient platform decisions, integration into real workflows, and delivery with leadership context.
Most recently: a GenAI platform in a regulated clinical environment, built solo end-to-end, taken to production, and rolled out across the group.
Selected work
Enterprise GenAI in regulated industries
The architecture path from evaluation through enterprise hardening to the production rollout of a GenAI assistant platform in a heavily regulated industry. The reference project comes from healthcare.
- Translated strategic AI ambition into a concrete platform and rollout model.
- Balanced security, data boundaries, workflow fit, and adoption.
- Pitched the concept to an innovation board of executives and managing directors, won the go-ahead as one of several AI use cases, and delivered it with IT operations, product, and delivery.
How I work
Architecture that survives contact with the organization.
Useful AI work is rarely just model selection. It's the translation layer between business pressure, technical limits, regulation, and adoption.
Enterprise Hardening
Security controls, data handling, observability, vendor fit, and cost discipline.
Executive Delivery
Roadmaps, decision frameworks, stakeholder alignment, and adoption beyond the pilot.
Track record
From C-level ownership to hands-on AI platform delivery.
AI platforms
GenAI architecture and regulated rollout
Enterprise platform evaluation, hardening, introduction, and organizational adoption.
Leadership
CEO, CIO, COO, and CPO ownership
Fifteen years of accountability across technology, operations, and product.
Bridging role
Business-facing technical architecture
Translating fuzzy organizational goals into systems, delivery paths, and decisions.