A mobile diesel service truck with its work lights on, parked behind a stopped semi on a wet highway shoulder at dusk

MetaFleet vs. Fullbay

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

Both are built for heavy-duty diesel repair. The difference is the approach: a system of record you operate, versus an AI-native platform that writes the work order, transcribes the call, and moves the job forward.

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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 from day one, not rolled out by shop size

Fullbay is moving to AI too. Before launching its new platform, its CEO described the company as "transitioning to be AI-first and AI-native". The difference is where each one starts.

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

Fullbay CEO, May 2026, ahead of the Fullbay Next launch (Fleet Maintenance)

Fullbay launched Fullbay Next on August 18, 2026. It's available now to small independent and mobile shops, and Fullbay says medium and large shops follow over the next several months. MetaFleet was built AI-native from day one, for the shop you run today. 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 Next cleans up the note you dictate and drafts a quick work order. MetaFleet's AI writes the repair lines. A technician logs what they found, and MetaFleet turns those findings into a structured job (each repair on its own line, with a clear complaint, diagnosis and suggested labor hours), and depending on your settings, you check it before it goes out.

MetaFleet work items the AI wrote from a dispatcher's shorthand, each marked with the note it was generated from — Real MetaFleet screen: the complaint and diagnosis are **AI-generated from the tech's findings**, note the "Generated from…" markers.

Inbound-call intelligence

Fullbay's AI receptionist answers after-hours and overflow calls. MetaFleet does a different job: every call on its built-in phone lines is recorded, transcribed, and scored on 10 quality metrics after it ends, and the calls worth a second look get flagged for review, so nothing said on the phone slips through. See how call scoring works.

Vision that saves data entry

Snap a vendor invoice or receipt and MetaFleet drafts the purchase order. Bring your existing PDF inspection form and AI turns it into a digital template, then prints results back on the original form.

Fullbay Next's AI, per its launch announcement: voice-to-text note cleanup, part-photo review and quick work orders, alongside Fullbay's AI receptionist. Call scoring, receipt-to-PO and PDF form import weren't part of it.

Built for the road call from day one

Fullbay Next, rolling out since August 2026, is Fullbay's mobile-friendly redesign, starting with small independent and mobile shops. MetaFleet was designed for the road from day one: techs work from the browser on any phone today, whatever the size of the shop, with findings captured in the field and a status your customer can follow. Native iOS and Android apps are coming in Q4.

MetaFleet technician view on two phones: a road call with the job site and on-site steps, and the tech job list — The technician view in the field: capture findings, then send the job for approval, from the shoulder of the road. Watch a road call on the tech app.

Fullbay competitors, side by side

Based on Fullbay's public website and announcements as of October 19, 2026.

Swipe to see both.

MetaFleet and Fullbay compared, one row per capability
Capability	MetaFleet	Fullbay
AI-written repair lines (findings to diagnosis)	Yes	Voice-to-text work orders, note cleanup
Inbound-call transcription and AI quality scoring	Yes	AI receptionist (after-hours and overflow)
Vision: receipt photo to draft PO, PDF inspection form import	Yes	AI image scan to work order, part-photo review
Tech view built for the phone (native apps coming Q4)	Yes	Small independent and mobile shops (Fullbay Next)
Techs ranked by real drive time, job offered one tech at a time	Yes	Not on their public site as of October 19, 2026
Customer self-service and approval portal	Yes	Yes
QuickBooks	Yes	Yes
Parts and inventory management	Yes	Yes
Built-in labor guides	Coming soon	MOTOR and Mitchell 1

✓ = shipped and on their public site · text = what they offer, in short · ✗ = not on their public site as of October 19, 2026. MetaFleet's dispatch ranking is rules-based: service area, skills, shift, and real drive time plus the time to finish the current job, with the job offered to one tech at a time and a plain-English note on why. Fullbay's product may have changed since our research.

Sources (checked October 19, 2026)

Fullbay and Fullbay Next are trademarks of their respective owner. This independent comparison reflects publicly available information as of October 19, 2026 and MetaFleet's own product capabilities. It is not affiliated with or endorsed by them.

Other Fullbay alternatives

Comparing more than one option? Here is who else diesel and heavy-duty shops look at, and who each one fits.

See MetaFleet, Fullbay, ShopView and Shopmonkey side by side.

Where Fullbay shines

A decade-proven system of record. A long track record and install base in heavy-duty shops and fleets.
Built-in labor guides. MOTOR and Mitchell 1 labor data inside the product today.

Why shops choose MetaFleet

The AI does the typing. Your tech logs findings at the truck and MetaFleet writes the repair lines, with complaint, diagnosis and labor hours, ready for approval.
Every call on the record. Calls are recorded, transcribed and scored on 10 quality metrics, and the ones worth a second look get flagged.
The right tech, offered the job. Ranked by drive time and the time left on their current job, offered one tech at a time, with your dispatcher alerted if nobody takes it.
People, not a ticket queue. Call us and you talk to the team that builds the product.

MetaFleet is the better bet if you believe the software should do the work with you, and you want that AI now, whatever the size of your shop. Comparing more than one? See all four side by side.

MetaFleet vs. Fullbay: quick answers

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.

What are the main Fullbay competitors?+

For diesel and heavy-duty repair, Fullbay's competitors include MetaFleet, ShopView and Shopmonkey. MetaFleet is built for mobile and in-shop diesel and heavy-equipment repair, with AI that writes the repair lines, scores every call and offers each job to the right tech. ShopView is a heavy-duty shop system with an AI assistant for drafting work orders. Shopmonkey started in auto repair and now has a heavy-duty edition. Our compare page puts all four side by side.

Can I move my data over from Fullbay?+

Yes. During onboarding, the MetaFleet team imports your customers, vehicles, parts, stock, rates, and taxes from a spreadsheet, checking for duplicates before anything goes live, so day one looks like your shop, not a blank screen.

Does MetaFleet include built-in labor guides like Fullbay?+

Not yet. Built-in labor guides are coming soon, and Fullbay's MOTOR and Mitchell 1 labor guides are a genuine strength today. Meanwhile MetaFleet's AI suggests labor hours on each repair line it writes from the tech's findings.

What is Fullbay Next?+

Fullbay Next is Fullbay's new AI-native platform, launched August 18, 2026. It's available now to small independent and mobile shops, and Fullbay says medium and large shops follow over the next several months. Its AI cleans up dictated notes, reviews part photos and drafts quick work orders. Fullbay's AI receptionist, which answers after-hours and overflow calls, is separate from Next. MetaFleet's AI covers different ground: it writes the repair lines from the tech's findings, scores every call, and drafts purchase orders from receipt photos.

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. The roadmap items on this page are the native iOS and Android apps, coming in Q4, and built-in labor guides, coming soon. Until then, techs use MetaFleet in their phone's browser.

See MetaFleet on your shop's jobs

Bring a real job from your shop. We'll show you the AI writing the repair lines live, then you decide.

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