Is MetaFleet an AI shop management software?

Yes — MetaFleet is AI-native shop management software for mobile diesel and heavy-equipment repair. The AI turns a technician's findings into a structured work order, transcribes and scores inbound calls, and reads documents like vendor invoices. Unlike tools bolting AI onto an existing system of record, MetaFleet was built AI-native from day one.

Can I move my data over from Fullbay?

Yes. MetaFleet imports your customers, units, and job history in bulk during onboarding, so day one looks like your shop — not a blank screen.

Does MetaFleet include built-in labor guides like Fullbay?

Not today — and we'll say so plainly. Fullbay's built-in MOTOR/Mitchell1 labor guides are a genuine strength. MetaFleet's focus is the AI that writes the work order, the inbound-call intelligence, and the true mobile-first field app.

Is MetaFleet's AI available now, or on a roadmap?

Now. The AI is how MetaFleet runs today — turning findings into work orders, scoring calls, and reading documents. Fullbay's ground-up AI-native platform (Fullbay Next) is rolling out to solo and small operators first, with larger shops unscheduled.

Fullbay Alternative: The AI-Native Choice for Mobile Diesel Repair (2026)

If you're comparing Fullbay, you already know it's the category's system of record — mature, capable, and purpose-built for diesel. MetaFleet takes a different bet: that your software should do the work with you, not just store it after the fact. Here's an honest, sourced look at where each one fits.

AI-native today — not "transitioning" someday

This is the real difference, and Fullbay says it themselves. Their CEO describes the company as "transitioning to be AI-first and AI-native" — an honest admission that it's a direction, not the current product.

"We're transitioning this company to be AI-first and AI-native."

— Fullbay CEO, on the "Fullbay Next" AI-native rebuild (Fleet Maintenance, 2026)

Today, Fullbay's generally-available AI is a repair-note writing assistant — it cleans up the text you type — and it's gated to higher-priced tiers. Their ground-up AI-native platform ("Fullbay Next") is rolling out to solo and small operators first, with larger shops unscheduled. MetaFleet was built AI-native from day one. The AI isn't a roadmap item — it's how the product runs right now.

AI that does the work — not just tidies your notes

Fullbay's AI cleans up the repair note. MetaFleet's AI writes the work order. A technician logs what they found, and MetaFleet turns those findings into a structured job — complaint, diagnosis, labor hours, and parts — each with a confidence score.

MetaFleet work order with an AI-generated complaint and diagnosis, shown on a laptop — Real MetaFleet screen: the complaint and diagnosis are **AI-generated from the tech's findings** — note the "Generated from…" markers.

Inbound-call intelligence

Every call is transcribed and AI-scored for quality, then flagged for review — so nothing said on the phone slips through. No diesel shop software on the market does this.

Vision that saves data entry

Snap a vendor invoice and the line items extract themselves. Import a competitor's paper inspection form and MetaFleet rebuilds it automatically.

Fullbay's shipped AI is note formatting (paywalled to Pro/Elite). Its splashiest AI move — the Pitstop acquisition — is predictive maintenance for fleet vehicles, not running the shop.

Built mobile-first — not bay-first

The name says it: Full-bay. It's architected around the fixed shop floor — and it's currently rebuilding its mobile experience from scratch, starting with solo operators. MetaFleet was born mobile: a real offline-first technician app that keeps working in dead zones and syncs when signal returns, with findings captured in the field, GPS, and a live status your customer can watch.

MetaFleet technician mobile app showing findings capture and send-for-approval, on an iPhone — The technician app in the field: capture findings, then send the job for approval — from the shoulder of the road.

Where Fullbay still shines

Fullbay earned its place, and we'll say so plainly. If you want a decade-proven system of record with deep MOTOR/Mitchell1 labor guides, it's a strong, safe choice.

Why shops choose MetaFleet

Everything above — the AI that writes the work order, the inbound-call intelligence, the true mobile-first field app — plus:

A system that keeps up. Pull a report in a click — not after minutes of watching a spinner.
Human support, always. You'll reach a real person — never get funneled into "digital-touch" self-service as a vendor scales to cut costs.
Owned by operators, not private equity. No PE firm running a margin clock. MetaFleet is owned by people who've run the trucks — and we're not about to trade our DNA for a quarterly number.
Growing, nimble, attentive. When you need something, you're talking to a team that can actually move on it.

MetaFleet is the better bet if you believe the software should do the work with you — and you want the AI now, not on a multi-year roadmap.

Capability	MetaFleet	Fullbay
AI-written work orders (findings → diagnosis)
Inbound-call transcription + AI quality scoring
Vision: photo → parts / PO, form import
True mobile-first, offline-capable app		Rebuilding
Real-time dispatch board + live tech tracking		Partial
Customer self-service / approval portal
QuickBooks integration
Parts & inventory management
Built-in labor guides (MOTOR / Mitchell1)
Decade-long track record & install base	Newer

Fullbay manages your shop. MetaFleet works the job with you.