AI for the people who actually run the plant.
Voice- and VR-native CMMS for any plant or facility — built by a maintenance worker, not a startup founder.
Fred Taylor
“The CMMS market is a million dashboards built by software people for software people. I built one for the guy under the conveyor with grease on his hands.”
Ten years on the maintenance floor. Tired of UpKeep, MaintainX, and CMMS tools designed by people who've never bolted on a coupling at 3 AM. Built ChatterFix because nothing on the market actually worked for the people doing the work.
ChatterFix
The CMMS that listens, sees, and remembers.
- ▸Drop your equipment manuals → automatic PM schedules in minutes, not weeks
- ▸Voice-create work orders hands-free — on the phone, at a kiosk, or through Halo glasses
- ▸24 industries built in, 16 with a full template — assets, PMs and inspections on day one, not after a six-week implementation
- ▸Audit evidence captured as the work happens — SQF and HACCP in food, OSHA, GMP and NFPA elsewhere
Maintenance, quality, safety and production — one record trail.
Quality
In ChatterFixCAPA and non-conformance tracking, batch records, allergen control, environmental monitoring, food-safety inspections — with an audit log, e-signatures and one-click evidence packages for SQF and HACCP.
Safety
In ChatterFixIncident reporting, safety inspections, vision-based PPE checks, man-down detection and lab results — with compliance reporting built on the same record trail.
Production
In ChatterFixLine status, run start/stop, downtime capture with reason codes, and live OEE — so downtime turns into a work order instead of a note on a clipboard.
LineSmart
Live · separate appDrop a manual, generate bilingual training modules with quizzes and per-tech analytics.
Already on UpKeep, MaintainX, eMaint, Limble, or just spreadsheets?
Don't switch. Drop your CSV — get equipment health scores, downtime patterns, KPI dashboards, and AI-powered insights your CMMS doesn't show you. Voice + Vision built in.
Try Manager AnalyticsNeed something we don't sell yet?
Everything on this page — ChatterFix, El Gringo, the analytics dashboard — was built by one person. If your operation needs an AI tool that doesn't exist yet, ship me the brief.
CMMS migrations + integrations
Move from UpKeep / MaintainX / spreadsheets onto ChatterFix or stitch your existing CMMS into something smarter.
Voice + vision apps
Industrial workflows on Halo glasses, mobile, or kiosk. Voice work orders, OCR meter readings, AR PM checklists.
Compliance auto-doc pipelines
Turn voice + vision events into audit-grade evidence. FDA SQF, HACCP, ISO 9001 — minutes instead of days.
Multi-agent AI builds
Custom agent teams on top of El Gringo. ChatGPT + Gemini + Grok + Qwen + Llama, MCP-enabled, your tools, your domain.
And other AI builds — dashboards, scrapers, automations, ML pipelines, anything that pays the bills and helps real people.
El Gringo
Six AI models collaborating on every answer.
ChatGPT, Claude, Gemini, Grok, Qwen, and Llama debate, review each other's work, and converge on the response. Persistent memory across sessions. Self-improving tools. Open-source on GitHub.
The other rabbit holes.
The serious work pays the bills. These are the projects that keep me curious — books, divination, art, and stories that needed telling.
MakerVox
AI content platform for founders running multiple products — writes, illustrates, renders reels and publishes on a schedule. Private beta.
VisitAethera
AI-powered divination. Astrology, tarot, Human Design, dream interpretation.
VisitThe Gringo's Gambit
Audiobook + ebook. A maintenance worker. An immigrant on the line. A trafficking ring hidden in plain sight.
VisitCreative Lab
Art, image generation, NFT certificates, visual experiments.
VisitThe Books
Everything I've published — and what's coming next.
Visit