$350K raise for Trodeon.
Predictive fleet maintenance + mobile heavy-duty dispatch. Smart sensors predict failure, AI Alerts give the yard a lead time, and certified mobile diesel techs roll to the rig before the truck stops — trucks, buses, motorcoaches.
Market sizing · third-party sources
Two outside sources size the bet.
The category and the downtime benchmark are both measured by research shops outside the company. The figures below back the wedge — and the references sit in the data room.
Predictive maintenance market
$9.9B → $32.7B
TAM projection — predictive-maintenance spend across the deployed-fleet footprint, 2025 to 2034. The category grows alongside the telematics stacks already on heavy-duty rigs and the dispatch networks that close them out.
Source: Third-party predictive-maintenance market sizing · 2025 → 2034
McKinsey & Co. downtime study
30–50%
Reduction that well-run maintenance programs hold against unplanned downtime — the external benchmark the unit-economics model is anchored against.
Source: McKinsey & Co. · industrial-downtime research
The problem
Downtime isn’t a fault code. It’s a slot lost.
Heavy-duty fleets run on revenue per rig per lane. A unit parked mid-route is a missed turn, a churned freight contract, and a tow that has to leave before the techs even know what failed.
Parked rigs are revenue losses
A Class 8 unit parked mid-lane is not just a repair — it’s a missed delivery commitment, a churned freight contract, and a tow bill. The existing telematics stack reports faults after the rig has already stopped.
Mobile-tech coverage is fragmented
Heavy-duty mobile diesel networks are regional, opaque, and slow to dispatch. The closest certified tech rarely carries the parts the fault code points at — so the truck waits while the parts catch up.
J1939 alone misses the next component
The engine bus feeds real-time data, but it can’t tell you which turbo or DPF will fail next. The blind spot between fault codes and part-level wear is where downtime actually lives.
The solution
Three pieces. One autonomous fix path.
A sensor that lives on the engine, an AI that sees the failure coming, and a mobile truck that rolls with the part already on board. No tow. No idle unit. No slot lost.
Smart Sensors
An engine-mounted IoT module reads the J1939 bus at 1.4 kHz and watches every part that wears — turbo, DPF, coolant, injectors. You see each unit’s real condition, not the odometer’s best guess.
AI Alerts
Per-part wear models score each rig and flag the next failure hours to days before it happens, with a confidence band you can act on. Your dispatcher sees what to pull, which part to stage, and when.
Mobile Trucks
Certified diesel techs roll to your yard or roadside with the right parts pre-staged and a reserved slot. The vehicle stays near revenue instead of waiting on a tow.
The market
We open with the wedge the unit economics reward first.
Heavy-duty downtime is a market the existing telematics stack has been measuring for years — what it has not done is the unit-level forecast and the mobile dispatch that closes it out. Trodeon slots in behind the modem fleets already own.
TAM
Commercial vehicle downtime
$60B+ / yr
Class 8 trucking, transit, motorcoach, refuse, last-mile — the entire unplanned-downtime spend across the US heavy-duty footprint.
Figures cited for orientation only.
SAM
Class 8 + transit
$24B / yr
Class 8 carriers, transit agencies, and private 50+ rig fleets — the high-payload, high-utilization vehicles where one avoided breakdown pays for the platform.
Figures cited for orientation only.
SOM
Buses & motorcoaches
$3.2B / yr
Initial wedge: school buses, transit buses, and motorcoach operators on fixed routes — predictable duty cycles, mobile-tech friendly geographies, and reward the forecast.
Initial wedge — 3-yr capture estimate.
How we make money
Subscription plus a success fee settled only on outcomes.
Two revenue lines. The per-truck SaaS fee keeps the platform running. The 17% success fee keeps the team focused on dispatch that converts into a confirmed repair — we earn when the work lands, not before.
Per-truck SaaS · tiered by fleet size
Three buckets priced against fleet scale — each signup bundles first-month subscription with a hardware/installation fee as a single upfront charge, then rolls into monthly billing.
- Solo Fleet (1–9 trucks) · $189 per truck · per month
- Regional Operator (10–49 trucks) · $109 per truck · per month
- Enterprise (50+ trucks) · $98.10 per truck · per month
17% success fee · settled only on outcomes
A flat 17% share of the invoiced cost of each completed repair dispatched through Trodeon. We earn when dispatch works — if a repair is never confirmed, no fee is billed.
- Settled only on the operator’s confirmed work order
- Same 17% share on every SaaS tier — no tiered renegotiation
- Subscription keeps the platform running; success fee keeps us honest
Full per-truck math, with the $79.99 per-truck hardware/installation fee bundled into signup, runs on /pricing. The 17% share is the same on every tier.
Traction
Three signals that the wedge is real.
Where we are today — before the round closes. The seed-stage posture here is honest: product in pilot, network assembling, lot partnerships in motion.
Pilot pipeline under way
First regional pilots in the wedge — mid-Atlantic school-bus and short-haul carrier customers running against the first forecast window. Lead times confirmed against historical J1939 traces.
Recruiter screener + mechanic pool
A recruiting screener is screening heavy-duty diesel techs against cert level, hourly band, service-area ZIPs, and OEM specialization — the pool that backs every dispatched job.
Lot partnerships in motion
Mobile-truck lot partnerships at the dispatch-center level — reserved slots, parts staging baked into the SOP, and a single settlement per yard.
Proof, not anecdote
The pitch above is one paragraph; the proof page below is a single concrete fleet scenario — baseline downtime, predicted impact, and the regional mechanic network that closed it out.
Use of funds
$350,000 across four buckets.
The raise funds the network that closes the loop — sensors on rigs, trucks on lots, techs in the network, and the product that ties it together. Capital intensity is anchored in hardware (40%); the rest spends into recurring-revenue readiness.
Trodeon · angel allocation · illustrative
| Bucket | Amount | Share | What it buys |
|---|---|---|---|
| Hardware | $140,000 | 40% | Smart Sensors installed on pilot + first-wave customer fleets (~700 units), plus depot stock for the four pilot regions. |
| Fleet acquisition | $87,500 | 25% | Two dedicated mobile-truck chassis + tooling + a depot lease deposit to anchor coverage in the initial wedge. |
| Mechanic recruitment | $70,000 | 20% | Recruiter screener licensing, certification sponsorship, and the bring-on incentive pool for the first 40 techs cleared into the network. |
| Product build | $52,500 | 15% | Forecast model retraining pipeline (per-part wear signals), dispatch console scheduling, and the operator-facing reporting layer. |
| Total | $350,000 | 100% | Angel round · Single close |
Next step
Talk to the founder desk about the round.
We’ll share the data room, unit-economics model, and the rolling pilot outcomes under NDA on request. Drop your fund name and thesis — a founder reply goes out within one business day.
Reach out — we’ll share the data room and material follow-ups on request.
Drop your email and a short note about your fund or thesis. We’ll come back with the full issuance package — cap table history, pilot outcomes, the unit economics behind the 17% success fee — under NDA.
Tip — open with “Trodeon funding — interested in learning more” so the message lands in the funding inbox.
Replies route to the founder inbox — typically within one business day.
or email directlyConfidential — for the named recipient of this one-pager. Illustrative figures unless otherwise noted; market sizes cited for orientation only.
Trodeon · $350,000 angel round · 2026