GUIDED DIAGNOSIS

Any Tech.
Guided Fault Isolation.

Guided Diagnosis walks your technician through fault isolation one step at a time. Perform the test. Tap the result. Get the next step. No experience required.

Next-Best-Test sequencing available on Multi-Bay & Fleet plans · Guided diagnostic chat included on all tiers

Technician diagnosing vehicle in service bay

The Industry's Problem.

The techs you can hire today don't have 20 years of diagnostic experience behind them. Your customers still expect dealer-level accuracy on the first visit.

Hiring
is the constraint

The technician shortage isn't coming. It's here, and experience is the part you can't hire around.

Portals
forums, and YouTube

Where the lookup actually happens before anyone turns a wrench.

Your best tech
used as a search engine

The most expensive person in the building, doing the cheapest task in the building.

Which test next, and why

Record a result and watch the suspect list re-rank. The arithmetic below is the engine’s own, running here.

Hypothesis space · 10,000 bp
MAF signal circuit — intermittent open30.0%
MAF sensor element contaminated25.0%
Unmetered air — post-MAF intake leak25.0%
PCM ground / reference fault20.0%
Next best test
5V reference at MAF pin 3

Backprobe pin 3 KOEO and read the reference voltage.

DMM5 min60,000 bp/hr

Ranking and reweighting run the engine’s own scorer in your browser — tests are ordered by hypothesis space eliminated per hour of labour. The language model proposes the hypotheses; it never does this arithmetic.

See It Work.

P0101 — MAF Sensor Range/Performance. Tap through it the way your tech would.

guided-diagnosis · P0101 · 2019 Ford F-150 5.0L
1
2
3
4

Step 1 of 4 — recorded walkthrough, tap to advance

Step 1

Backprobe Pin 3 on the MAF sensor connector with KOEO. What voltage do you see?

Waiting for technician input...

Not a Flowchart.
A Thinking Machine.

Factory flowcharts are static PDFs written 5 years ago. They don't know about your aftermarket CAI, your rodent-chewed harness, or the failure pattern that emerged last week.

Dynamic, Not Static

Factory flowcharts are PDFs that hit dead ends. Guided Diagnosis adapts in real-time — if you find aftermarket wiring, rodent damage, or a previously repaired harness, it reroutes the diagnostic path on the fly.

One Tap to Advance

No typing. Perform the physical test on the car, tap the outcome button that matches your finding, and the next step appears. Gloves-on workflow — designed for greasy hands on a phone screen.

Pinpoint Precision

Every step narrows the fault window. Pin numbers, wire colors, connector locations, and torque specs are embedded directly in the instruction — not buried in a separate manual lookup.

Automated Reasoning

The state machine is driven by the same Diagnostic Engine. It cross-references your vehicle, DTCs, live PID data, NHTSA complaints, and historical fixes to generate each step.

Built for Every Bay.

Lube Techs & Apprentices

Follow the steps, learn on the job. Guided Diagnosis teaches diagnostic thinking by doing — not by watching YouTube at lunch.

B-Level Technicians

Handle intermittent electricals and module communication faults without waiting for the A-tech. Guided Diagnosis bridges the experience gap.

Shop Owners

Stop losing $130/hr A-tech time to diagnosis that a B-tech could handle with guidance. Multiply your diagnostic capacity without hiring.

Factory Flowcharts vs. Guided Diagnosis

OEM FlowchartGuided Diagnosis
Adapts to findings⚠ within its tree✅
Handles aftermarket parts❌✅
Includes NHTSA recalls / patterns❌✅
Pin numbers + wire colors✅ surveyed⚠ recalled
Interactive outcome buttons❌✅
Cross-references live PID data❌✅
Updated in real-time❌ (static PDF)✅
Works on a phone in the bay❌✅
Ranks tests by info gained per hour❌✅

⚠ within its tree — a factory pinpoint test does branch on the result you report. What it cannot do is carry on once the fault falls outside the authored tree — rodent damage, aftermarket wiring, a corroded ground. ⚠ recalled — wiring figures are recalled by the language model, not read from OEM service data for your VIN. They are flagged ⚠ verify vs OEM in the step; confirm them against manufacturer service information before you act on them.

Turn Every Bay Into a Diagnostic Bay.

Your B-tech diagnosed a CAN-Bus fault today. Your lube tech isolated a parasitic draw. Your shop just ran 3 more diagnostic hours without hiring anyone.