FixLayer is an AI reasoning engine that diagnoses any physical problem — auto, home, industrial — explains it in plain language, shows you the exact repair step in AR on your phone or smart glasses, tells you which tools you need, and sources the part in one tap.
Manuals assume expertise. YouTube is generic. Forums are chaos. The guy who wrote the tutorial already finished the job before recording it.
Meanwhile, vehicles are 12.8 years old on average. Skilled tradespeople are retiring faster than they're being replaced. And the cost of getting it wrong — in time, money, or safety — keeps going up.
We built FixLayer so that anyone holding a wrench can work at the level of someone with 20 years of experience.
Multi-step diagnostic chains that don't just read codes — they build fault trees, cross-reference symptoms against component history, and narrow to root cause like a senior technician would.
Maps a confirmed diagnosis to the exact repair path: steps in sequence, torque specs, tolerances, verification criteria. Not generic instructions — the procedure for your vehicle, your system, your conditions.
Identifies every part and material the repair requires, checks local availability and online pricing in real time, and routes you to the fastest or cheapest source based on your urgency.
Camera-based identification of every tool needed — down to socket size, drive type, and torque specification. Says goodbye to "I think I have the right wrench somewhere."
Real-time hazard detection, lockout/tagout reminders, safety procedure overlays, and DOT/OSHA/OEM compliance flags before you do something irreversible.
Shows you exactly what the repair costs at a shop vs. DIY: parts, labor, time, and confidence. Makes the economic case for doing it yourself before you commit.
Logs every completed task, builds your capability profile over time, surfaces patterns across similar failures, and makes each subsequent repair faster and more precise.
Point your phone at the problem, tap a check engine light, or type what you hear, smell, or feel. FixLayer's reasoning engine processes symptoms the way an experienced technician would.
Plain-language explanation of what's actually wrong, not just the error code. Root cause, not symptoms. With confidence level and alternative possibilities ranked by likelihood.
Step-by-step AR overlay on your phone or smart glasses. The exact bolt to remove is highlighted. The torque spec is in your field of view. Every step until you're done.
Tool list with specs. Part numbers with local and online pricing. One tap to order. History logged for next time. You're not just fixing it — you're building capability.
OBD-II integration, fault tree diagnostics, brake jobs, engine repairs, electrical troubleshooting. The average US vehicle is 12.8 years old — every owner needs a senior tech in their pocket.
Plumbing, electrical, HVAC, appliance repair. When a pipe bursts at 11pm, FixLayer doesn't just tell you the problem — it shows you the shutoff valve in AR and walks you through the fix before the plumber's fee doubles.
Heavy equipment, manufacturing machinery, agricultural equipment. Safety protocols, lockout procedures, multi-step calibrations — all overlaid in real time for technicians working alone at remote sites.
Hands-free repair guidance for professionals. When your hands are covered in grease, the instruction is in your field of view — not on a screen you have to put down. Proprietary glasses coming soon; smartphone works today.
The FixLayer engine stack is fully modular. Your consumer app — vertical-focused, audience-specific, brand-first — plugs into our reasoning, sourcing, and AR infrastructure without touching the underlying architecture.
Every expert who ever taught a beginner wished they had a way to put their knowledge in front of them at the exact moment it mattered. FixLayer is that layer. It sits between knowledge and action — and makes every person who uses it measurably more capable than they were before.