30% faster to market
DePuy Synthes (Johnson & Johnson), via SEI
Launched two FDA-regulated arthroscopic devices and brought Agile delivery to medical device work.
Matthew Juszczyk · Fractional Head of Product & AI Builder
I don't just plan AI & data products. I build them.
Battle-tested in medical devices, insurance, and edge AI. Now I run a multi-product AI company alone: agents do the work, I approve every change.
Experience across
Apex Systems
Client
Client
Track record
Results where mistakes were expensive.
Before StreamGist, I led product and delivery in regulated and complex companies.
20+ engineers coordinated
Blaize
Led core modules of a low-code edge AI platform and contributed to proposals behind a multimillion-dollar defense agreement.
5× users, US to global
Liberty Mutual
Took reinsurance software from paper to digital and from about 20 US users to 100+ global, releasing every two weeks.
50+ initiatives in one view
Black & Veatch, via Apex Systems
Set priorities for a retrieval-augmented AI assistant for engineering policy and gave leadership a single portfolio view.
Engagements
Two ways to work together.
Most teams start with the review. Then I build what it designs.
Two weeks, one AI workflow
Pilot-to-Production Review
For an AI pilot that works in a demo but isn't trusted in production.
- Written operating design: who decides what
- Failure-mode and fallback plan
- Success metrics with a baseline
- Go/no-go readout, then I build it
Two to three days a week, three-month minimum
Fractional AI & Data Product Lead
For a team that needs an AI product owned and built, not just planned.
- Decide what to build and what to cut
- Build it: prototypes, product, agent workflows
- Run it: monitoring, fixes, and controls
- Lead your engineers, or hand off to them
What I build
Live system
StreamGist in production
Game picks for Twitch streamers and a demand read for game studios. Built from zero, run alone.
Second product
LandGist
Septic, well, flood, and utility screening for North Carolina land, from public records with no language model involved.
Execution
Execution systems
The operating model I run StreamGist on and bring to client work.
Need an AI product built, not just planned?
Write a few sentences about the product or pilot. I reply personally, often within hours.