Walker AI Systems
ListedByron Walker1Lindale, United States
Solo East Texas engineer who builds and runs AI that reads and double-checks back-office documents for plants, steel service centers and oilfield operations, at published fixed prices.
About
Byron Walker, who describes himself as a Staff Site Reliability Engineer with eleven years in that role, runs this one-person practice from Lindale, Texas. He builds AI that reads back-office documents such as mill test reports, field tickets and invoices, then checks the extracted values independently before anything posts to the ERP. Prices are published: a $2,500 assessment, builds from $18,000, operation from $3,500 a month, and a $1,500 sprint for small shops. The site states that no client engagement has been signed yet. The checkable work is public: recorded agent demos run on data the site labels as invented, and a CC BY 4.0 dataset of 27 sourced AI production failures, mirrored on GitHub since September 2026.
Focus
Approach
Industries
Services
Evidence on file
Public footprint
5- open sourceCC BY 4.0 dataset mirror, created 2026-09-01, 4 commits through 2026-10-03 (one per dataset version), 0 stars, 0 forks; the account's only public repo
- publication27 AI production failure incidents (version 2026.10.03), each with its own page, missing-control classification and primary source, plus 4 refuted claims; JSON and CSV exports
- live demoRecorded agent-fleet runs, 35 orders per run, 6 runs, graded against a written answer key with misses published; mills, heats, customers and prices labelled invented
- live demoIndex of recorded fleets (steel MTR gate, oilfield ticket to invoice), in-browser runs on synthetic data sheets and labelled sample-data operating demos
- publicationLong-form vertical guide, published 2026-09-01, updated 2026-09-16; companion guide at /field-ticket-to-invoice
Who you’d work with
Byron Walker
Founder and sole engineer