# Etyard

*/Startups/Etyard*

## Startup Overview

This yard management system orchestrates spotter trucks using zero-infrastructure computer vision. It tracks trailer locations, dock availability, and vehicle movements across distribution yards without requiring physical sensors, buried loops, or RFID tags.

Warehouse operators and yard managers lose hours daily relying on manual gate logs and two-way radios to direct trailer movements. When congestion hits, human dispatchers struggle to manually untangle the yard, while legacy yard management systems demand massive hardware installations just to locate inventory.

The software completely eliminates physical infrastructure requirements by analyzing standard camera feeds to build a live map of the yard. Unlike visibility tools like FourKites or legacy RFID setups, it executes fully autonomous spotter dispatch, directly routing drivers to the exact trailers they need to move.

## Startup Founding Hypothesis

**Approach**: that orchestrates spotter trucks using zero-infrastructure computer vision
**Competitors**:
- [Legacy RFID YMS](/Competitors/Legacy_RFID_YMS)
- [FourKites](/Competitors/FourKites)
- [Manual Gate Logs](/Competitors/Manual_Gate_Logs)
**Differentiator2x2**: completely infrastructure-free and fully autonomous in spotter dispatch

## Startup Solution Coordinate

**Solution**: [Autonomous Spotter Dispatch](/Software/Autonomous_Spotter_Dispatch)

## Startup Position2x2

```mermaid
quadrantChart
title Spotter Truck Orchestration
x-axis Heavy Infrastructure --> Zero Infrastructure
y-axis Manual Dispatch --> Autonomous Dispatch
quadrant-1 Defensible Advantage
quadrant-2 Capital Intensive Automation
quadrant-3 Legacy Operations
quadrant-4 Accessible but Manual
Manual Gate Logs: [0.95, 0.10]
Legacy RFID YMS: [0.15, 0.30]
FourKites: [0.70, 0.35]
Etyard: [0.90, 0.90]
```

## Startup Offer

**Proof**:
- Targeting a 30% reduction in spotter deadhead time for regional cross-dock facilities.
- Aiming to eliminate physical daily yard checks at 500-plus trailer lots within the first month of deployment.
- Intended to boost gate-to-dock velocity by 15 minutes for standard dry van inbound loads.
**Tiers**:
- Name: Single Facility · Price: ~$1,500–$3,000/mo · Inclusions: Up to 5 existing IP camera integrations and 5,000 automated spotter truck dispatches per month for one physical yard.
- Name: Regional Hub · Price: ~$4,000–$8,000/mo · Inclusions: Up to 25 IP camera integrations, 20,000 spotter dispatches per month, and intended automated WMS dock-door scheduling.
- Name: Enterprise Network · Price: Custom Quote · Inclusions: Multi-facility rollout with unlimited camera feeds, full spotter-fleet dispatch, and dedicated TMS/WMS API integration.
**Guarantee**: If the computer vision system loses track of a trailer's parking slot and requires a manual yard walk to resolve, Etyard credits back the pro-rated daily cost of the software.
**Business Function**: ProvideService
**Objection Handlers**:
- Objection: External yard cameras get blocked by rain, snow, or mud. Rebuttal: Etyard is designed to rely primarily on the spotter truck's internal dashcam and the gate-in read, avoiding reliance on exposed fixed yard cameras.
- Objection: Our spotter drivers will not read dispatch instructions off a tablet. Rebuttal: The platform intends to broadcast dispatch commands via automated text-to-speech over standard cab radios.
- Objection: We need RFID tags to guarantee accurate trailer identification. Rebuttal: The OCR vision model identifies standard trailer lettering and DOT numbers, routing a manual validation request to the gate guard only when confidence drops below 95%.
**Pricing Architecture**: Tiered

## Startup Brand

**Voice**: Direct and industrial, characterized by unadorned logistical precision.
**Tagline**: Autonomous yard truck dispatch without installing physical infrastructure.
**Icon Concept**: trailer
**Palette Intent**: industrial-safety
**Visual Identity**: The visual identity anchors on asphalt black and high-visibility safety yellow, paired with bold utilitarian typography and stark imagery of active shipping terminals.
**Archetype Reference**: the-ruler

## Startup Buyer Chain

**Chain**: B2B: Etyard → Director of Logistics Operations → Facility Yard Manager → Spotter Truck Driver
**Gtm Motion**: Acquires enterprise logistics operators through localized, low-friction pilot programs that analyze existing facility security camera feeds to highlight spotter inefficiencies. Expands multi-site across the customer's broader regional distribution network once the autonomous dispatch system proves a sustained reduction in trailer dwell time at the initial pilot facility.
**Agent Channel**: Designed to expose its spotter dispatch capabilities to autonomous supply chain orchestrators, targeting future listings in the LangChain tool registry and enterprise integration catalogs where AI routing agents would seamlessly discover and trigger the 'Yard Dispatch API' to sequence trailer moves.
**Primary Channel**: Direct outbound campaigns targeting VPs of Supply Chain Operations on LinkedIn, paired with buyer-side discovery driven by search queries for 'infrastructure-free YMS' and 'computer vision yard management' on logistics technology procurement directories like Capterra and G2.

## Startup Customer Journey

```mermaid
flowchart LR; A[LinkedIn Campaign] --> B[Capterra Directory]; B --> C[Security Camera Pilot]; C --> D[Spotter Truck Dispatch API]; D --> E[Single Facility]; E --> F[Regional Distribution Network]; F --> G[Enterprise Integration Catalog];
```

## Startup Proof Points

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

**Pilot Goals**:
- 30-day single-facility pilot integrating up to 5 existing IP cameras: Aiming to prove the complete elimination of physical daily yard checks at a lot with over 500 trailers.
- 60-day regional hub pilot processing 20,000 spotter dispatches: Targeting a 95% or higher OCR vision model confidence rate on standard trailer lettering, routing fewer than 5% of reads to manual gate guard validation.
**Target Metrics**:
- Target: 30% reduction in spotter deadhead time.
- Aim: 15-minute improvement in gate-to-dock velocity for standard dry van inbound loads.
- Target: 100% elimination of physical daily yard checks at 500-plus trailer lots.
**Target Case Studies**:
- Mid-sized 3PL regional cross-dock facility (Yard Operations Manager): Aiming to replace manual daily yard checks with automated spotter truck dashcam tracking, targeting a 30% reduction in spotter deadhead time.
- Large retail distribution center (Director of Logistics): Targeting the integration of gate-in OCR reads with automated WMS dock-door scheduling to accelerate gate-to-dock velocity for standard dry van inbound loads.
**Testimonial Targets**:
- Yard Operations Manager: Expresses relief at eliminating manual yard walks to find lost trailers, relying entirely on the automated slot tracking.
- Spotter Truck Driver: Validates the ease of receiving dispatch commands via automated text-to-speech over the cab radio instead of looking at an active tablet.
- Director of Supply Chain: Highlights the cost savings of using OCR computer vision to identify trailer numbers without requiring fleet-wide RFID tag installations.

## Startup Top Risks

**Risks**:
- Severity: existential · Description: Computer vision models fail to track trailers accurately during heavy snow, fog, or nighttime conditions without added lighting or infrastructure. · Mitigation Status: in-progress
- Severity: high · Description: Teamsters or local labor unions block the adoption of autonomous spotter dispatch systems due to job security concerns at major distribution centers. · Mitigation Status: unmitigated
- Severity: moderate · Description: Mud, rust, or physical damage obscures trailer IDs, causing the zero-infrastructure optical character recognition to misroute assets. · Mitigation Status: in-progress
- Severity: moderate · Description: Incumbents like FourKites bundle white-labeled camera OCR into their existing Yard Management Systems before Etyard secures key enterprise accounts. · Mitigation Status: unmitigated

## Startup Competitors

- [Legacy RFID YMS](/Competitors/Legacy_RFID_YMS) — Hardware Dependent
- [FourKites](/Competitors/FourKites) — Visibility Platform
- [Manual Gate Logs](/Competitors/Manual_Gate_Logs) — Status Quo
- [Kaleris YMS](/Competitors/Kaleris_YMS) — Incumbent YMS
- [Outrider Yard Automation](/Competitors/Outrider_Yard_Automation) — Autonomous Competitor

## Startup Solution Stack

- [Spotter Orchestration Service](/Services/Spotter_Orchestration_Service) — Service-as-Software
- [Autonomous Dispatch Agent](/Agents/Autonomous_Dispatch_Agent) — Agent
- [Vision Inference Engine](/Software/Vision_Inference_Engine) — Software
- [Mobile Camera SDK](/Software/Mobile_Camera_SDK) — Software

## Startup Story Brand

**Hero**:
- **Need**: to be the logistics leader who commands a perfect terminal, not a firefighter
- **Want**: to orchestrate spotter truck movements without manual yard checks or RFID tags
- **Identity**: the yard manager at a high-volume regional cross-dock facility
**Plan**:
- Step: Select cameras · Detail: Point your existing facility IP cameras or spotter dashcams at the gate and yard lanes.
- Step: Review dispatches · Detail: Watch the system send automated text-to-speech commands to spotter cabs via standard radios.
- Step: Monitor throughput · Detail: Track real-time trailer locations in your WMS without ever performing a physical yard walk.
**Guide**:
- **Empathy**: Gate-to-dock minutes are won in the first hundred yards — but constant trailer hunting kills your velocity.
**Problem**:
- **Villain**: manual gate logs
- **External**: tracking 500-plus trailers across the lot relies on handwritten logs and physical yard walks because Legacy RFID YMS tags are missing or broken
- **Internal**: you feel like you are guessing where your inventory is while drivers sit idle at the gate
- **Philosophical**: Logistical precision belongs in automated execution, not in handwritten notes.
**Success**: Your yard operates with 100% trailer visibility and zero-infrastructure tracking. Spotters move from dock to dock with perfect sequence, eliminating gate congestion.
**One Liner**: Every shift, yard managers lose trailers in manual logs. Etyard automates spotter dispatch using existing cameras so facilities eliminate yard walks and deadhead time.
**Positioning**:
- **So That**: track trailers and dispatch spotters without installing physical hardware
- **Unlike**: Legacy RFID YMS
- **For Whom**: regional cross-dock facility managers
- **Category**: Autonomous yard management software
**Call To Action**:
- **Direct**: Launch first yard
- **Transitional**: View vision model sample
**Failure Stakes**:
- 30% wasted spotter deadhead time
- Manual yard check labor costs
- 15-minute delays per inbound load
**Transformation**:
- **To**: the manager who runs an autonomous terminal
- **From**: a yard supervisor hunting trailers with a clipboard
**Controlling Idea**: Yard visibility should come from vision software, not physical hardware installs.

## Startup Token Hero

**Genre**: founding-hypothesis
**Rendered**: Every shift, yard managers lose trailers in manual logs. Etyard automates spotter dispatch using existing cameras so facilities eliminate yard walks and deadhead time.
**Mechanism**: spine-derived-v1
**Template Id**: spine-founding-hypothesis
**Vocab Fingerprint**: a893ba8c6c3c7a3e

## Startup Token Positioning

**Genre**: moore-positioning
**Rendered**: Autonomous yard management software for regional cross-dock facility managers. Unlike Legacy RFID YMS — track trailers and dispatch spotters without installing physical hardware.
**Mechanism**: spine-derived-v1
**Template Id**: spine-moore-positioning
**Vocab Fingerprint**: 7cfc2a694eb4541c

## Startup Token Pitch Deck

**Genre**: pitch-deck
**Rendered**: Problem: tracking 500-plus trailers across the lot relies on handwritten logs and physical yard walks because Legacy RFID YMS tags are missing or broken
Solution: Every shift, yard managers lose trailers in manual logs. Etyard automates spotter dispatch using existing cameras so facilities eliminate yard walks and deadhead time.
Customer: regional cross-dock facility managers
Unlike: Legacy RFID YMS
**Mechanism**: spine-derived-v1
**Template Id**: spine-pitch-deck
**Vocab Fingerprint**: 0a6879b6e6dc6b6c

## Startup Token M E D D P I C C

**Pain**: tracking 500-plus trailers across the lot relies on handwritten logs and physical yard walks because Legacy RFID YMS tags are missing or broken
**Metrics**: Target: Your yard operates with 100% trailer visibility and zero-infrastructure tracking. Spotters move from dock to dock with perfect sequence, eliminating gate congestion.
**Rendered**: Pain: tracking 500-plus trailers across the lot relies on handwritten logs and physical yard walks because Legacy RFID YMS tags are missing or broken
Economic buyer: Director of Logistics Operations
Metrics: Target: Your yard operates with 100% trailer visibility and zero-infrastructure tracking. Spotters move from dock to dock with perfect sequence, eliminating gate congestion.
Competition: Legacy RFID YMS
**Mechanism**: spine-derived-v1
**Competition**: Legacy RFID YMS
**Economic Buyer**: Director of Logistics Operations
**Vocab Fingerprint**: 6f033562a2188c9a

## Startup Token Cold Email

**Genre**: cold-email
**Rendered**: Subject: Autonomous yard management software for regional cross-dock facility managers

regional cross-dock facility managers — tracking 500-plus trailers across the lot relies on handwritten logs and physical yard walks because Legacy RFID YMS tags are missing or broken Every shift, yard managers lose trailers in manual logs. Etyard automates spotter dispatch using existing cameras so facilities eliminate yard walks and deadhead time.
**Mechanism**: spine-derived-v1
**Template Id**: spine-cold-email
**Vocab Fingerprint**: d126085446e431f2

## Startup Token Agent Spec

**Genre**: ai-agent-spec
**Rendered**: Autonomous yard management software. Every shift, yard managers lose trailers in manual logs. Etyard automates spotter dispatch using existing cameras so facilities eliminate yard walks and deadhead time. Serves regional cross-dock facility managers.
**Mechanism**: spine-derived-v1
**Template Id**: spine-ai-agent-spec
**Vocab Fingerprint**: 29c209be00d93c76

## Neighborhood

### Candidate solutions

- [Cross-Dock Throughput Bottlenecks](/Problems/Cross-Dock_Throughput_Bottlenecks) — candidate solution for · Problems

### What it offers

- [Autonomous Spotter Dispatch](/Software/Autonomous_Spotter_Dispatch) — offers · Software

### Composed of

- [Spotter Orchestration Service](/Services/Spotter_Orchestration_Service) — composes · Services
- [Autonomous Dispatch Agent](/Agents/Autonomous_Dispatch_Agent) — composes · Agents
- [Vision Inference Engine](/Software/Vision_Inference_Engine) — composes · Software
- [Mobile Camera SDK](/Software/Mobile_Camera_SDK) — composes · Software

### Competitors

- [Outrider Yard Automation](/Competitors/Outrider_Yard_Automation) — competes with · Competitors
- [FourKites](/Competitors/FourKites) — competes with · Competitors
- [Manual Gate Logs](/Competitors/Manual_Gate_Logs) — competes with · Competitors
- [Kaleris YMS](/Competitors/Kaleris_YMS) — competes with · Competitors
- [Legacy RFID YMS](/Competitors/Legacy_RFID_YMS) — competes with · Competitors

### Embodies

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

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