AI for the people who actually run the plant.
AR-native CMMS for food & beverage operators — 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 from Brilliant Labs Halo glasses — no clipboards, no typing
- ▸Automatic FDA SQF / HACCP audit evidence from every voice command and vision capture
Your maintenance department, in one place.
SafetyFix
Voice-first incident reports + vision-based PPE checks. OSHA-ready.
QualityFix
ISO 9001 inspection workflows + CAPA tracking + AR-guided part inspection on Halo.
LineSmart
Drop 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 AnalyticsStop writing the same posts twice.
AI content tool for indie founders running multiple products. Project-aware drafts in your voice, with images, ready to ship to Slack or X in 30 seconds. First 50 founders: 90 days free.
Get early access →Need something we don't sell yet?
Everything on this page — ChatterFix, El Gringo, the analytics dashboard, the autotrader — 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, 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.
Aethera
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