How it works

What goes in.
How your team asks.
What comes back.

A bus has a problem. The book has one answer. Your fleet has another. The senior on the floor has a third. The unit itself has a history. Yardwise pulls from all four and returns a single answer with each piece labeled by where it came from. Here's exactly how the loop works.

KNOWLEDGE MODEL

Knowledge has provenance.
We track it.

Most fleet tools treat knowledge as one big bucket. Yardwise doesn't. Every note attaches at one of four levels, carries that label everywhere it appears, and stays scoped to the people and equipment it actually applies to.

Level 01

Manufacturer

What the OEM publishes. Travels with the make, model, and year regardless of who owns the asset. Service manuals, technical bulletins, recall notices, factory specs. Same answer whether the bus is in Springfield or Sacramento.

Example Cummins L9 · Quick Reference Guide, Bulletin 5544396 · severe duty oil drain interval 25,000 mi / 500 hrs / 12 months.
Level 02

Fleet

Your organization's standing practice. Decisions you've made about how things get done here. Applies across all relevant equipment you operate. Different from another district's practice on the same vehicle, because your routes and conditions differ.

Example Springfield Public Works · standing practice on refuse units · oil intervals shortened to 15,000 mi based on route oil analysis.
Level 03

Engineer

Knowledge tied to a specific senior person. Their workarounds, their reads, the things they figured out over decades and never wrote down. Carries their name everywhere it appears. When they retire, the knowledge stays in the shop.

Example Mike Rodriguez · "Pull each unit's last 10k mpg before scheduling. Transfer station routes run heavier than residential."
Level 04

Equipment

Knowledge attached to a specific category, model variant, or individual unit. The quirks of one chassis. The recurring issue on one bus. Stays with the asset for as long as you operate it, and shows up whenever that unit is in the conversation.

Example Truck 312 · oil analysis flagged elevated copper at last change · take a sample at next change before setting interval.
One question · four sources

"When's the next oil change due on Truck 312?"

Manufacturer Cummins L9 Quick Reference Guide, Bulletin 5544396. Severe duty cycle (3 to 4.9 mpg): 25,000 mi / 500 hrs / 12 months, whichever comes first.
Fleet Springfield Public Works standing practice on refuse units: 15,000 mi. Set after oil analysis flagged soot above warning at 18k+. Documented 02 Mar 2025.
Engineer Note from Mike Rodriguez: pull last 10k mpg from telematics before scheduling. Transfer station routes run heavier than residential. Truck 312 is on transfer station this quarter.
Equipment Truck 312 history: elevated copper at last change, 8,200 mi ago. Take an oil sample at this change before committing the next interval.
CAPABILITIES

The mechanics
of the product.

How those four knowledge levels get into the system, and how they come back as something a tech standing in the bay can use without putting down his wrench.

Ingestion

Drop in the manuals.

PDFs, DOCX, scans of binder pages, photos taken on a phone of pages from the file cabinet. Anything that isn't already text gets OCR'd. Each chunk is tagged with the make, model, and year it came from. Status bar while it runs. Once it says Ready, every page is searchable.

PDF · DOCX · scan · photo · OCR
Capture

Voice in. Tagged. Approved.

Senior tech talks into his phone. Picks the level the note belongs to. Picks the kind: tip, override, procedure, warning. Tags the conditions it covers: climate, region, terrain, usage. Supervisor sees it in a queue. Nothing reaches a junior tech's chat answer until that signoff happens.

Voice · level · type · tag · approve
Voice answers

Push to talk. Hear it back.

Hold the button. Ask in shop talk. The response streams back as text on screen and audio in the ear. Hands stay on the wrench. Works on a noisy floor. Round-trip under five seconds when the network's behaving. The answer cites the page number and the senior's name, every time.

Spoken · cited · < 5s
Conflict handling

When two sources disagree.

Sometimes a fleet override runs counter to the OEM spec. Sometimes a senior's note contradicts the fleet-level policy. Both surface in the answer. The disagreement is flagged for the tech, and again for the supervisor in the dashboard. Yardwise doesn't pick a winner. People do.

Both sides · disagreement marked
Scope

Ask about Bus 247.

A conversation can be scoped to a unit or a category. The chat then only pulls answers relevant to that asset's make, model, and year, plus its own equipment-level history. Useful when you're standing in front of one vehicle and the question is only about that vehicle.

Per vehicle · per category
Manager view

What the bay is asking.

Top questions this week. Vehicles by query volume. Knowledge gaps, the questions that came back without a confident answer. Who's contributing notes, who's using them. Numbers to bring back to procurement at renewal or to a director who wants to understand what the shop actually needs.

Volume · gaps · contributors
ASSETS

Equipment we cover.

The pipeline doesn't care which kind of asset you run. Tag your fleet by make, model, year, depot. The chat scopes to whatever you ask about.

School bus Transit bus Paratransit Refuse truck Municipal heavy Light & medium duty Cargo van Sedan / EV Off-road equipment Generator Trailer
INTEGRATIONS

Sits next to your stack.
Doesn't replace it.

A tech using Yardwise still uses your work order system, your telematics, your fuel cards. We connect where the manuals and the questions live, and leave the rest to the tools that already handle it.

Day one · self serve

Live for every fleet from day one.

The pieces every fleet needs and every fleet already has. Turned on the day you sign up.

  • Sign onSAML and OIDC. Microsoft Entra, Okta, Google Workspace.
  • Manual libraryPull manuals from a SharePoint or Google Drive folder. Point at the folder, we ingest.
  • VoiceBrowser and mobile. No separate vendor to procure.
  • CSV importRoster of equipment, drag in a CSV. Make, model, year, VIN, depot.
Per design partner · lit during your pilot

Built to integrate. Shipped per customer.

The major fleet systems all expose APIs. We've read the docs. We don't list logos we haven't shipped against. Each one goes live with the first customer who needs it, and stays live for everyone after.

  • FMSFleetio · AssetWorks FleetFocus · RTA Fleet · Dossier
  • TelematicsSamsara · Geotab · Zonar
  • Fuel cardsWEX · Voyager · Comdata · Fuelman
  • School routingTyler Versatrans · Transfinder · Edulog (partner gated)
SCOPE

A deliberately
narrow job.

Yardwise has one job: get the right knowledge to the right tech in the bay, fast. The list below is what it leaves to other tools on purpose.

Handled by your FMS

Work orders.

No scheduling, no ticket assignment, no closing out jobs. Fleetio, RTA, AssetWorks, FASTER, Dossier all keep doing what they do. Yardwise sits alongside them and answers the questions they can't: what torque, what procedure, what did Mike find on this chassis last winter.

Handled by your telematics

GPS and fault codes.

No fault code reading, no GPS, no driver behavior scoring. Samsara, Geotab, Zonar handle that. When a telematics system is connected, we can pull current mileage and recent fault codes into a question. The telematics platform stays theirs.

Human judgment required

Safety critical decisions.

For torque, pressure, fluid capacities, and electrical specs, every answer carries a verify-against-the-source note. The model is fast, not infallible. We flag it and leave the call to the technician. That's not a limitation. That's the right design for a shop floor.

FIRST TWO WEEKS

What starting
actually looks like.

Not a quarter-long implementation. Two weeks, a handful of manuals, fifteen minutes with one senior person.

01

Week one · setup

  • You pick three manuals you'd want a junior tech to have at hand. We ingest them.
  • Sit with one senior person for fifteen minutes. He records two or three notes about things the manuals don't cover.
  • Tag one bay's worth of equipment. Five units, ten units, doesn't matter.
  • We hand back a working workspace. Yours, day one.
02

Week two · use

  • The bay floor uses it. Push to talk on shift, ask whatever comes up that week.
  • The supervisor sees the dashboard. Top questions, knowledge gaps.
  • Sit with the senior person again. Whatever stumped the system becomes the next round of notes.
  • End of week two, you decide whether it stays.
ROADMAP

Where it's going.

What's in the product now, what's next, and what comes later when it earns its place.

Today · shipping

Now

  • Voice push-to-talk on web and mobile
  • Manual ingestion with OCR
  • Knowledge capture at four levels with approval queue
  • Cited answers: manufacturer, fleet, engineer, equipment
  • Equipment-scoped conversations
  • Manager dashboard
  • SSO, RBAC, audit log
  • SharePoint and Google Drive ingestion
Next · this year

In flight

  • FMS integrations, per design partner
  • Telematics integrations, per design partner
  • Conflict detection across knowledge levels
  • Promote a chat exchange to a permanent note
  • Offline mobile mode for the shop
  • Knowledge voting and comments
Later · when it earns it

On the bench

  • Camera-based part identification
  • AR overlay for guided procedures
  • Predictive maintenance from telematics
  • Multi-language support
  • Auto-ingest from manufacturer feeds
TRY IT

Try it on your fleet.

Bring two or three manuals and a question your best mechanic always gets asked. We'll show you the answer in under a minute.

On your manuals.
With your questions.

We'll set up a workspace with your manuals in it. Spend fifteen minutes with one of your senior people getting voice notes down. Let your bay floor use it for an afternoon. No commitment. Founders take every call.

Book a walkthrough [email protected]
Pricing Starter · Pro · Enterprise — see plans
What we'll need A few PDFs or photos of binder pages.
15 minutes with one senior mechanic.
One bay floor, one phone.