# Matthew Juszczyk

> Fractional Head of Product & AI Advisor for AI and data products. Founder, StreamGist. Based in Raleigh, NC, working US remote. Runs StreamGist, a self-funded AI SaaS with automated checks running around the clock and a person approving every irreversible change. Available for fractional product leadership and advisory, and open to select executive roles.

## How I work with teams

- [Pilot-to-Production Review](https://matthewjuszczyk.com/about#engagements): Two weeks, one AI workflow. You get the operating design in writing, a failure-mode and fallback plan, success metrics with a baseline, and a go/no-go readout with a 90-day roadmap.
- [Sample operating design](https://matthewjuszczyk.com/sample-operating-design): The review's four deliverables filled in with the real StreamGist recommendation system: who decides what (code, model, person), failure modes and fallbacks, success metrics, and the go/no-go readout.
- [Fractional AI & Data Product Lead](https://matthewjuszczyk.com/about#engagements): Two to three days a week, three-month minimum. Owns the roadmap, delivery, adoption, and the controls that keep the product dependable after it ships.

## Track record

- DePuy Synthes (Johnson & Johnson), via SEI: Launched two FDA-regulated arthroscopic devices and brought Agile delivery to medical device work, cutting time to market by 30%.
- Blaize: Led core modules of a low-code edge AI platform, coordinated 20+ engineers, and contributed to proposals behind a multimillion-dollar defense agreement.
- Liberty Mutual: Took reinsurance applications from paper to digital and from about 20 US users to 100+ global users while releases moved from quarterly to every two weeks.
- Black & Veatch, via Apex Systems: Set priorities for a retrieval-augmented AI assistant for engineering policy and consolidated 50+ initiatives into one portfolio view for leadership.

## Proof

- [StreamGist](https://matthewjuszczyk.com/streamgist): A self-funded AI SaaS. Early contract contributors were replaced by a bounded agent system; it now runs with one operator and a person approving every irreversible change.
- [LandGist](https://landgist.com/): A second product. North Carolina land screening from public records with septic, well, flood, and utility findings; deterministic, no language model involved, and missing evidence shown as missing.
- [Approach: execution systems](https://matthewjuszczyk.com/execution-systems): An execution system turns a recurring AI or product decision into software with explicit authority, controls, and follow-through. How it works, and how StreamGist runs on one.

## About

- [About Matthew Juszczyk](https://matthewjuszczyk.com/about): Fractional Head of Product & AI Advisor. Founder, StreamGist. Skeptical of ungrounded models. 15+ years in product, delivery, and operations across medtech, insurance, edge AI, and enterprise. Raleigh, NC.

## Contact

- [Contact](https://matthewjuszczyk.com/contact): Pick the closest type and write a few sentences. An intake agent confirms receipt; I follow up personally, often within hours.