Wear Halo. The PM checklist overlays in front of your eyes. Say "open work order on conveyor 3" — done. Look at a part — vision identifies it and pulls inventory. Look at the hour meter — OCR captures the reading. Voice creates work orders. Vision audits your work. AR makes it all hands-free. And every action becomes audit-grade FDA SQF / HACCP evidence, automatically.
We're hardening the Halo experience for production. New signups join the waiting list — invitations go out as we onboard our first food & beverage plants.
A maintenance technician in a food & beverage plant has gloves on, hands greasy, walking the floor. Typing into a tablet is a joke. ChatterFix throws away the tablet entirely.
Talk to ChatterFix the way you'd talk to a coworker. "Open a work order on Filler 2, hydraulic leak on station 4." Done. Natural conversation about asset history, parts, performance — no keyboard, no clicks.
Look at a part — vision identifies it. Look at a meter — OCR reads it. Look at a label — the spec sheet pops up. Photograph the leak — AI documents it for the audit trail. Vision turns every glance into structured maintenance data.
The technician wears Halo glasses. PM checklist steps overlay on the equipment in front of them. They voice-confirm each step. The manager sees the same view live, in real time. Training, troubleshooting, and inspection — all as a shared first-person experience.
Manual entry is still there for the moments you need it. But it should be the exception, not the job.
Side by side, it's not even close
Drop in your equipment manuals — PDFs, Word docs, even photos of spec sheets. AI extracts every maintenance interval, part number, safety requirement, and tolerance. Then it builds your entire PM program automatically.
Review, edit, approve, or ask AI to refine. Export to PDF or Excel. Import from existing schedules. What used to take weeks now takes minutes.
Drag and drop PDFs, Word docs, text files, or photos. AI handles all formats.
Extracts maintenance intervals, part numbers, tolerances, safety requirements, and operating procedures.
Daily, weekly, monthly, quarterly, annual tasks — each with step-by-step procedures, tools, and parts.
Standard operating procedures and training materials auto-generated from the same manuals.
Approve, edit inline, or ask AI to refine specifics. Export to PDF or Excel when ready.
Every feature is designed to give you insights no traditional CMMS can
ML models score failure probability for every asset. Get predicted failure dates, contributing factors, and recommended preventive actions — before anything breaks.
Machine LearningAutomated auditing across work orders, PM compliance, assets, downtime, data quality, technician performance, and costs. ML anomaly detection with actionable findings.
Automated ComplianceClaude, Gemini, Grok, and ChatGPT collaborate on every analysis. Parallel reasoning, sequential deep-dives, or consensus mode — multiple AI perspectives, one answer.
4 AI ModelsDetects PM gaming, hidden backlogs, repeat failure patterns, cost driver anomalies, and technician performance issues that spreadsheets and dashboards miss.
Pattern DetectionFormula-based KPI definitions with industry templates for manufacturing, healthcare, and facilities. A-F grading, target benchmarks, and historical tracking built in.
Industry TemplatesAI forecasts monthly and quarterly parts demand. Seasonal trend detection, reorder point optimization, and stockout risk scoring keep your inventory right-sized.
Inventory AIClick any card to explore with live sample data
Every analysis runs through multiple AI models. They collaborate, cross-check, and reach consensus so you get answers you can trust.
"Evaluate our maintenance department across efficiency, cost management, technician performance, and asset health."
All 4 AI models analyze your data from different angles, then synthesize a unified report with scored recommendations.
We're onboarding our first food & beverage plants on the AR-native platform. Join the waiting list and we'll reach out as Halo slots open up.
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Maintenance Intelligence Platform