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What I Do

Legacy migration and SaaS conversion, done without breaking the business.

Four ways I work with institutions carrying a live, high-stakes legacy system.

Legacy migration assessment

For teams who need to know the risk, the plan and the cost before they commit to touching a live system.

A written assessment of what's load-bearing, what can move first, and where the actual risk sits — before any code changes.

Migration & multi-tenant SaaS conversion leadership

For organizations moving a single-tenant legacy system (Oracle Forms, AngularJS, or similar) onto a modern, multi-tenant .NET architecture.

A staged migration — with a rollback plan, not just a cutover plan — that gets the business onto the new system without a visible interruption.

Pre-production verification of AI-generated systems

For regulated or high-stakes teams who've used AI to move fast and now need to know it's safe to go live.

Reconciliation tests and an audit trail that prove the AI-assisted system matches the books it's replacing, before it touches real money or real records.

Team workshops — AI-assisted development & legacy modernization

For engineering teams who want to use AI as a force-multiplier without losing the discipline a regulated or high-stakes system demands.

A working practice — reconciliation-first, audit-trailed — your own team can run after the engagement ends.

Have a system that can't afford downtime?

Tell me what it runs on now and what's riskiest about touching it — that's usually enough for a first answer.