# Earthmover Cross-Site Routing

*/Opportunities/Earthmover_Cross-Site_Routing*

## Opportunity Overview

**Wedge**: The beachhead is regional aggregate hauling, routing gravel between centralized quarries and immediate highway paving projects. This niche features high-volume cyclic routes where saving a single truck trip yields instant fuel and time ROI. Once established in aggregate dispatch, the platform expands into complex multi-site cut-and-fill earthmoving where soil types and site sequencing introduce higher combinatorial complexity.
**Timing**: Mobile connectivity now reaches remote earthworks sites consistently, and dump trucks provide high-frequency GPS telematics by default. Combinatorial optimization models now execute instantly, translating unstructured site constraints like sudden gate closures into immediate routing adjustments.
**Why This I C P**: Heavy civil earthworks contractors run high-volume operations where fuel and hourly truck rental costs are the largest variable expenses. They possess the fleet scale necessary to benefit from multi-site optimization, unlike small residential excavators bound to single sites.
**Size Of Prize**: Approximately 15,000 heavy civil contractors in North America operate fleets of 20 or more trucks. At an annual automated dispatch software capture of $24,000 per fleet, this yields a $360M annual addressable prize.
**Gap Narrative**: Large civil contractors lose capital to inefficient mass haul logistics, specifically empty truck returns and idle queue times at excavation sites. Existing telematics track truck locations but do not dynamically re-route or match loads across multiple active cut-and-fill sites based on real-time cycle data. This creates a gap for a routing engine that treats a regional fleet as a single liquid dispatch pool.
**Defensibility**: Defensibility scales through proprietary cycle-time data and site-specific congestion models. As the routing engine records the loading speeds of specific excavators and traffic patterns on temporary haul roads, it generates precise ETA predictions that new entrants lack. Competitors face high switching costs once field supervisors transition entirely from manual radio calls to automated dispatch feeds.
**Why This Thesis**: An Agentic Dispatcher directly replaces the manual radio traffic required to assign destinations the moment a driver drops a load. Traditional software dashboards fail because field supervisors lack the cognitive bandwidth to manually re-balance truck flows across concurrent active sites.

## Opportunity Linked Thesis

**Thesis**: [Software](/Theses/Software)

## Opportunity Linked I C P

**Icp**: [Heavy Construction Firm](/CompanyTypes/Heavy_Construction_Firm)

## Opportunity Market Sizing

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**S A M**: ~$200M-$300M US mid-market heavy construction firms operating concurrent multi-site earthwork projects
**S O M**: ~$10M-$25M
**T A M**: ~40k-50k regional heavy civil and excavation firms × ~$20k-25k/yr per firm ≈ $800M-$1.2B
**Growth Rate**: ~8-12%/yr, driven by rising diesel costs, stricter emissions tracking requirements, and urban landfill scarcity
**Paid Comparable Spend**: ~$80k-$120k/yr per firm on manual dispatchers, plus ~$50k-100k/yr in third-party dirt broker fees and unnecessary commercial dump rates

## Opportunity Incumbents

- [HaulHub Technologies](/Products/HaulHub_Technologies) — Tool
- [HCSS Dispatcher](/Products/HCSS_Dispatcher) — Tool
- [Samsara Fleet Routing](/Products/Samsara_Fleet_Routing) — Tool
- [Tread Hauling Platform](/Products/Tread_Hauling_Platform) — Tool
- [Manual Dispatch Spreadsheets](/Products/Manual_Dispatch_Spreadsheets) — Spreadsheet
- [Whiteboard And Radio](/Products/Whiteboard_And_Radio) — DIY

## Opportunity Win Conditions

**Kill Thresholds**:
- Cross-site match rate < 15% after 60 days of active usage
- Dispatcher daily active usage drops below 50% by week 4
- Truck driver route compliance < 75% causing manual re-routing
- CAC > $8,000 for mid-market civil contractors in the first 90 days
- Time-to-first-matched-load > 14 days
**Leading Metrics**:
- Cross-site match rate (% of excavated cubic yards routed to internal sites)
- Dispatcher daily active usage (DAU / total licensed dispatchers)
- Truck driver digital route compliance rate (%)
- Avoided commercial landfill dump fees ($ saved per week)
- Time-to-first-matched-load (days from completed onboarding)
**What Proves Right**: Dispatchers log in daily to match export loads from excavation sites directly to fill requirements at other active sites, bypassing commercial landfills. Firms reduce third-party broker fees and commercial dump rates by at least 30 percent within the first two months. Mid-market civil contractors pay $2,000 per month because the software demonstrably cuts diesel burn and round-trip trucking hours.
**What Proves Wrong**: Dispatchers abandon the software and revert to whiteboards because digital data entry adds friction without immediate route optimization payoffs. Truck drivers ignore the app-generated routes due to mismatched site schedules or incorrect soil type classifications, forcing manual overrides via two-way radio. The platform fails to achieve internal network density across concurrent projects, resulting in the majority of earthwork still defaulting to commercial dumps.

## Opportunity Build Profile

**Hardest Part**: Fusing fragmented, inconsistently formatted county and state DOT databases into a deterministic routing graph that guarantees compliance with bridge weight limits and overpass clearances.
**Min Viable Scope**: Automate route generation for intra-state, non-escorted flatbed hauls in a single high-volume construction state. Explicitly leave out multi-state permit applications, pilot-car coordination, and real-time traffic rerouting.
**Cold Start Problem**: Base maps lack hyper-local heavy-haul restrictions until drivers actively report them. Overcome this by aggregating historical DOT permit approvals in a single state and partnering with one regional heavy-haul carrier to ground-truth the initial routing graph.
**Time To First Value**: 1-2 days of onboarding to ingest equipment dimensions and local DOT constraints before generating the first compliant route.
**Data Moat Available**: true
**Technical Difficulty**: High

## Neighborhood

### Applies thesis

- [Heavy Construction Firm](/CompanyTypes/Heavy_Construction_Firm) — applies thesis · CompanyTypes

### Incumbent in

- [HCSS Dispatcher](/Products/HCSS_Dispatcher) — incumbent in · Products
- [HaulHub Technologies](/Products/HaulHub_Technologies) — incumbent in · Products
- [Manual Dispatch Spreadsheets](/Products/Manual_Dispatch_Spreadsheets) — incumbent in · Products
- [Samsara Fleet Routing](/Products/Samsara_Fleet_Routing) — incumbent in · Products
- [Tread Hauling Platform](/Products/Tread_Hauling_Platform) — incumbent in · Products
- [Whiteboard And Radio](/Products/Whiteboard_And_Radio) — incumbent in · Products

### Embodies

- [Software](/Theses/Software) — embodies · Theses

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