Private AI & Business Intelligence
Rudiment Intelligence — Founder
Founded Rudiment Intelligence LLC — private AI business-intelligence systems for 10–100 person companies, with a live product and a public demonstration vault.
2026 — Present

Founder · Rudiment Intelligence
Rudiment unifies your company’s scattered data into one central system, connects it to a succinct strategic plan, and gives you an interactive AI dashboard built on your business alone.
A decade of building — data governance, applied quantitative finance, and emerging technology — pointed at one outcome: turning scattered systems into a single navigable operating map. Built for 10–100-person companies.
Where the discipline comes from
The rigor behind Rudiment is already in institutional use. As Data Governance Lead at the University of Denver’s Daniels College of Business, I build and govern the data systems behind a college’s reporting, strategic planning, and decision-making.
Reliable infrastructure, cleaner data inflow, reporting views, validated sources — complex institutional information translated into clear, verifiable insight. Rudiment brings that same institutional-grade discipline to 10–100-person firms that need it without standing up an internal data department.
Data Governance Lead · Daniels College of Business, University of Denver
The offer
Rudiment is a private intelligence system for 10–100-person companies — the businesses that run on memory while enterprises run on platforms.
Your scattered data — QuickBooks, HubSpot, spreadsheets, memory — pulled into one governed system that agrees with itself.
That system connected to a succinct strategic plan, so every number points somewhere and the plan stays measured against reality.
A private AI dashboard built on your business alone. Ask it anything; every answer arrives with its sources. When the data cannot support an answer, it declines rather than guesses.
Operating practices
The disciplines the offer is built on — current, and documented with evidence. Click a card to read it in place.
Private AI & Business Intelligence
Founded Rudiment Intelligence LLC — private AI business-intelligence systems for 10–100 person companies, with a live product and a public demonstration vault.
2026 — Present
Data Governance
Building the institutional data architecture behind strategic reporting at the Daniels College of Business — structure, quality, automation, and verifiable results.
2025 — Present
Quantitative Research
An open-source quantitative finance research platform — a Python library of pricing, portfolio, and risk models verified by 201 theory-anchored tests, six research notebooks, and a nine-page interactive research site.
July 2026
Context
Other things I’ve built and still run — real, but not the center of the practice.
Sovereign Affairs · A Private Press
The written spine behind the work.
Sovereign Affairs is where I think in public about capital, systems, governance, and autonomy — the ideas that discipline everything above, published under the name William Wisniewski. Latest: The Disinformation Age and the Architecture of Attention
The Life
The same shape for over a decade — disciplined work, ownership thinking, long objectives finished.
2012
The first venture
2021
Varsity captain
2025
The Camino
2026
The builder's chapter