We design governed, deterministic systems that turn messy data, sprawling code, and fragile workflows into something you can actually trust, and actually ship.
Engineering discipline for teams whose data and tooling have outgrown duct tape.
Extraction, validation, and semantic layers with evidence thresholds built in, so nothing reaches a report or a model unless it's earned it.
Deterministic, single-responsibility designs with no hidden state. We untangle legacy sprawl into one clean runtime.
Interfaces that meet people where they already work, including Excel, with governance handled underneath instead of in a policy doc.
Every system follows the same deterministic order. No shortcuts, no surprises.
I've held frzrbrn.com for years, waiting for the right thing to put here. This is it: a home for the systems I build and the problems I like solving.
By day I work in business development in the enterprise software world, where I see firsthand how much value gets lost between messy data and the decisions it's supposed to support. By night I build the tools that close that gap: governed research engines, semantic pipelines, and architectures that behave the same way every time.
Outside of work you'll find me following what's next in AI and tech, touring historic sites, and planning the next trip through Europe.
A look at what's in the freezer. Summaries are public; full write-ups are password-protected.
Projects, partnerships, or just an interesting problem. Send it over.
andrew@frzrbrn.com