chrisluehmann.com

§1One person10⁰ m

Chris Luehmann

Most bad systems are unexamined assumptions with a database attached.

I find where the process is fighting the people, and fix it. Same problem, different scales: teams, software, systems, markets, and now the AI agents working inside all of them.

Product Owner in Atlanta.

Writing Hype or Reality, the first Dynamic Perspective essay: what a $250,000 place in line actually buys.
Building Parallax, where AI models pull claims from federal records and a second model checks each against the exact passage before it counts.
Enabling A team of agents, human and AI, running a mix of deterministic and AI-powered processes, workflows and methods: superpowers for people of every technical background, with the deterministic parts keeping them checkable.

§2Teams10² m

The work is always the same problem

A pre-launch B2B platform, a small shop, systems moving millions of transactions a day. The tooling changes completely; the work doesn't. When the reporting didn't exist, I learned the tools and built it.

Off the clock I read Sapolsky, James C. Scott, Donella Meadows and Michael Levin, because failure modes rhyme across organisms, institutions and release processes.

Most disagreements are definitional.

§3Organizations10⁵ m

Case files: what I found, what I built

06

Product Owner, Jack Henry

Jul 2026 – present

Found
Ambiguous business need stalls before it reaches production.
Building
Acceptance criteria, release readiness, automated grooming and release notes; co-leading the AI Bridge Collective.
05

Sr. Technical Business Analyst, Jack Henry

Mar 2024 – Jul 2026

Found
Vendor data from several core platforms didn't resolve against one contract.
Built
A normalized common response API and a Jira import pipeline from structured intake to ready stories.
04

Sr. Technical Business & Systems Analyst, TireHub

Feb 2022 – Mar 2024

Found
Dealers couldn't compare performance; leadership had no standing picture of delivery.
Built
A dealer loyalty program, a 1,000-item backlog wall updated weekly, company-wide Atlassian adoption.
03

Technical Business Analyst, TireHub

Jun 2018 – Feb 2022

Found
A month before launch, orders had no way to flow.
Built
An in-house EDI translation engine, then payments, manufacturer data and ERP sync.
02

Developer → Senior Developer, Bennett Thrasher

Apr 2016 – Jun 2018

Found
Thousands of tax-compliance PDFs built by hand from spreadsheets.
Built
An automated generation system, plus ERP and EDI work for enterprise clients.
01

Streetcat Media & University of Alabama

2012 – 2016

Did
Cloud ERP and process simulation; an MBA in strategy while teaching a seminar from Plato to Darwin to E.O. Wilson.

§4Markets10⁷ m

Where the story and the numbers part ways

Dynamic Perspective · drafting

Hype or Reality

A $250,000 place in line for a car that may never ship, a stock gift to every kid in America, and what a self is. The economy, like a person, is a story many smaller agents tell together.

In progress

Parallax

An AI-assisted data desk. Models extract claims from federal documents, a second model verifies each against its source passage, and every number resolves to the filing or release it came from.

Things I shipped on my own clock

All views and analysis are strictly personal and do not reflect the opinions or positions of anyone else.

§5Back to you↺

Say hi

© Chris Luehmann 2026 · CC BY 4.0