# Caliperyard

*/Startups/Caliperyard*

## Startup Overview

This software converts standard CCTV camera feeds into an automated yard auditing tool. It computes trailer dwell times by visually tracking assets from gate entry to dock and exit. Facility managers receive a live, accurate map of every trailer position and its aging status directly from their current security infrastructure.

Distribution centers and warehouse operators traditionally manage yard inventory through manual yard checks or expensive RFID tagging systems. These legacy approaches yield stale data, leading to yard congestion and driver detention fees. By analyzing optical feeds in real time, the system bypasses the need for physical tags or manual data entry, providing instant visibility into trailer lifecycles.

Unlike legacy Yard Management Systems that demand heavy capital expenditure for proprietary sensors or RFID gantries, this solution operates entirely hardware-agnostic. It deploys over the existing security cameras and ties cost directly to throughput, pricing strictly per verified trailer turnaround. This structure eliminates upfront hardware barriers and aligns operational spend precisely with actual yard velocity.

## Startup Founding Hypothesis

**Approach**: that computes trailer dwell times using existing CCTV feeds
**Competitors**:
- [Manual Yard Checks](/Competitors/Manual_Yard_Checks)
- [RFID Tagging Systems](/Competitors/RFID_Tagging_Systems)
- [Legacy YMS Providers](/Competitors/Legacy_YMS_Providers)
**Differentiator2x2**: hardware-agnostic and priced per verified trailer turnaround

## Startup Solution Coordinate

**Solution**: [Yard Dwell Monitor](/Software/Yard_Dwell_Monitor)

## Startup Position2x2

```mermaid
quadrantChart
    title Yard Management Positioning
    x-axis Hardware-Dependent --> Hardware-Agnostic
    y-axis Fixed Cost Licensing --> Priced Per Turnaround
    quadrant-1 Low Friction & Usage-Based
    quadrant-2 Heavy Infrastructure & Usage-Based
    quadrant-3 Heavy Infrastructure & Fixed Cost
    quadrant-4 Labor/License & Fixed Cost
    Manual Yard Checks: [0.85, 0.15]
    RFID Tagging Systems: [0.15, 0.15]
    Legacy YMS Providers: [0.35, 0.30]
    Caliperyard: [0.85, 0.85]
```

## Startup Offer

**Proof**:
- Targeting a 30% reduction in unbilled detention time for regional distribution centers.
- Aiming to eliminate 100% of manual clipboard yard checks during standard pilot deployments.
- Designed to achieve 98%+ trailer identification accuracy using existing 720p and 1080p security feeds.
**Tiers**:
- Name: Standard Turnaround · Price: ~$1.50–$2.50 per turnaround · Inclusions: Dwell time calculation for up to 5 concurrent CCTV streams, standard dashboard access, and basic webhook event generation for single-site yards.
- Name: High-Volume Yard · Price: ~$0.75–$1.25 per turnaround · Inclusions: Dwell time tracking across up to 25 concurrent CCTV streams, historical dock performance analytics, and direct YMS API integration designed for regional distribution centers.
- Name: Enterprise Campus · Price: Custom quote (~$4k+ minimum/mo) · Inclusions: Unlimited camera streams across multiple facilities, custom data retention policies, and dedicated vision model fine-tuning for specific yard layouts and atypical trailer types.
**Guarantee**: If a verified turnaround fails to correctly identify the trailer or miscalculates dwell time by more than 5 minutes against the timestamped video log, the turnaround fee is automatically credited back.
**Business Function**: ProvideService
**Objection Handlers**:
- Objection: Our existing yard cameras are old and poorly positioned. Rebuttal: The system maps to your current angles and automatically flags feeds that fall below minimum operational clarity thresholds before billing begins.
- Objection: We already use a legacy Yard Management System (YMS). Rebuttal: Designed to act as a headless data provider, pushing real-time dwell metrics directly into your existing YMS via API rather than forcing a system migration.
- Objection: Weather conditions like snow or heavy rain obscure our lenses. Rebuttal: The vision model identifies partial trailer markings and logs a visibility alert for manual review if environmental factors prevent a confident automated verification.
**Pricing Architecture**: UsageMeter
**Agent Checkout Support**:
- agentic-commerce-protocol

## Startup Brand

**Voice**: Direct and operational, characterized by precise, no-nonsense logistical terminology.
**Tagline**: Track trailer dwell times automatically using your existing yard cameras.
**Icon Concept**: trailer
**Palette Intent**: industrial-safety
**Visual Identity**: High-visibility safety yellow and tarmac black anchor the color palette, paired with utilitarian typography that evokes the grit of a heavy industrial freight yard.
**Archetype Reference**: the-ruler

## Startup Buyer Chain

**Chain**: Caliperyard → Third-Party Logistics Provider → Yard Operations Manager
**Gtm Motion**: Acquires logistics facilities through direct pilot offers that compute dwell time from a single existing CCTV feed without hardware installation. Expands across enterprise networks by standardizing the per-turnaround billing metric across all corporate distribution centers.
**Agent Channel**: Designed to list in enterprise resource planning integration catalogs and AI logistics capability feeds, allowing autonomous supply chain agents to discover and provision hardware-free yard monitoring.
**Primary Channel**: Targeted outbound via professional networks identifying Yard Operations Directors at high-volume distribution centers, capturing buyers actively researching alternatives to manual guard-shack logs.

## Startup Customer Journey

```mermaid
flowchart LR; A[Yard Operations Director] --> B[Single-Camera Pilot]; B --> C[Automated Dwell Metric]; C --> D[Distribution Center Implementation]; D --> E[YMS API Integration]; E --> F[Corporate Distribution Network]; F --> G[Supply Chain Agent Catalog];
```

## Startup Proof Points

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

**Pilot Goals**:
- A 14-day parallel pilot at a single-site yard processing up to 5 concurrent CCTV streams, aiming to validate trailer identification accuracy against manual dispatcher logs.
- A 30-day integration test at a regional distribution center with 25 cameras, aiming to prove the headless API pushes real-time dwell metrics into the legacy YMS with zero data loss.
**Target Metrics**:
- Target: 30% reduction in unbilled detention time.
- Aim: 100% elimination of manual clipboard yard checks.
- Target: 98%+ trailer identification accuracy using existing 720p and 1080p security feeds.
- Target: Sub-5-minute variance in dwell time calculation compared to manual timestamp logs.
**Target Case Studies**:
- A regional distribution center (100+ dock doors) led by a Logistics Director replacing manual clipboard yard checks with automated CCTV dwell time tracking to recover unbilled detention time.
- A third-party logistics facility managed by a Yard Operations Manager integrating existing 720p security camera feeds into a legacy YMS via API to eliminate manual entry delays.
- A manufacturing campus under a Supply Chain VP fine-tuning vision models for atypical trailer types to achieve high trailer identification accuracy without installing new sensor hardware.
**Testimonial Targets**:
- Yard Operations Manager praising the headless data integration for pushing dwell metrics directly into the existing YMS without requiring a system migration.
- Logistics Director expressing confidence in the automated verification process, specifically noting the usefulness of visibility alerts when heavy rain obscures lenses.
- Supply Chain VP highlighting the zero-CapEx deployment because the system mapped directly to existing security cameras without requiring new hardware installation.

## Startup Top Risks

**Risks**:
- Severity: existential · Description: Existing yard CCTV cameras lack the necessary resolution or line-of-sight coverage to reliably identify moving trailers. · Mitigation Status: unmitigated
- Severity: high · Description: Environmental factors like heavy rain, snow, and low light obscure existing camera lenses and halt computer vision tracking. · Mitigation Status: in-progress
- Severity: moderate · Description: Yard managers reject the variable per-turnaround pricing model because it complicates their fixed monthly operating budgets. · Mitigation Status: unmitigated
- Severity: moderate · Description: Legacy YMS providers bundle basic camera-based computer vision tracking into their existing enterprise subscriptions. · Mitigation Status: in-progress

## Startup Competitors

- [Manual Yard Checks](/Competitors/Manual_Yard_Checks) — Status Quo
- [RFID Tagging Systems](/Competitors/RFID_Tagging_Systems) — Hardware Dependent
- [Legacy YMS Providers](/Competitors/Legacy_YMS_Providers) — Incumbent
- [GPS Trailer Tracking](/Competitors/GPS_Trailer_Tracking) — Alternative Tech
- [Dedicated Yard Cameras](/Competitors/Dedicated_Yard_Cameras) — Proprietary Hardware

## Startup Story Brand

**Hero**:
- **Need**: to be the logistics leader who masters dock throughput, not a dispute mediator
- **Want**: to track trailer dwell times accurately without sending staff out with clipboards
- **Identity**: the yard supervisor at a high-volume regional distribution center
**Plan**:
- Step: Select feeds · Detail: Identify the CCTV streams covering your gate and dock doors to begin automated monitoring.
- Step: Verify dwell · Detail: Watch as the system logs every trailer entry and exit against your existing camera timestamps.
- Step: Integrate data · Detail: Push real-time turnaround metrics directly into your current YMS or dashboard via standard API.
**Guide**:
- **Empathy**: Does your yard process still bleed detention revenue because of missed manual timestamps?
**Problem**:
- **Villain**: Manual Yard Checks
- **External**: Yard staff spend hours daily walking the tarmac to log trailer IDs while unbilled detention costs leak through legacy YMS gaps
- **Internal**: You feel like you are guessing at dock performance while carriers dispute every detention invoice
- **Philosophical**: Logistics expertise belongs in yard optimization, not in chasing paper trails for five-minute discrepancies.
**Success**: You capture every second of dwell time automatically, eliminating manual checks and settling carrier disputes with timestamped video evidence.
**One Liner**: Manual yard checks cost distribution centers thousands in unbilled detention. Caliperyard computes trailer dwell times from existing CCTV feeds so you recover lost revenue automatically.
**Positioning**:
- **So That**: capture precise dwell times without adding new hardware
- **Unlike**: Manual Yard Checks
- **For Whom**: yard supervisors at distribution centers
- **Category**: Automated Yard Visibility Service
**Call To Action**:
- **Direct**: Track a turnaround
- **Transitional**: View sample dwell log
**Failure Stakes**:
- Missing thousands in unbilled detention
- Increased yard congestion and bottlenecks
- Staff safety risks from manual checks
**Transformation**:
- **To**: the manager who optimizes fleet flow using real-time data
- **From**: a yard supervisor relying on clipboard rounds and guesses
**Controlling Idea**: Yard visibility should come from existing cameras, not manual clipboards.

## Startup Token Hero

**Genre**: founding-hypothesis
**Rendered**: Manual yard checks cost distribution centers thousands in unbilled detention. Caliperyard computes trailer dwell times from existing CCTV feeds so you recover lost revenue automatically.
**Mechanism**: spine-derived-v1
**Template Id**: spine-founding-hypothesis
**Vocab Fingerprint**: a0cf3f3c735bfc0f

## Startup Token Positioning

**Genre**: moore-positioning
**Rendered**: Automated Yard Visibility Service for yard supervisors at distribution centers. Unlike Manual Yard Checks — capture precise dwell times without adding new hardware.
**Mechanism**: spine-derived-v1
**Template Id**: spine-moore-positioning
**Vocab Fingerprint**: ad7f53c2c297b5e3

## Startup Token Pitch Deck

**Genre**: pitch-deck
**Rendered**: Problem: Yard staff spend hours daily walking the tarmac to log trailer IDs while unbilled detention costs leak through legacy YMS gaps
Solution: Manual yard checks cost distribution centers thousands in unbilled detention. Caliperyard computes trailer dwell times from existing CCTV feeds so you recover lost revenue automatically.
Customer: yard supervisors at distribution centers
Unlike: Manual Yard Checks
**Mechanism**: spine-derived-v1
**Template Id**: spine-pitch-deck
**Vocab Fingerprint**: 89d8e3d9f771db95

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

**Pain**: Yard staff spend hours daily walking the tarmac to log trailer IDs while unbilled detention costs leak through legacy YMS gaps
**Metrics**: Target: You capture every second of dwell time automatically, eliminating manual checks and settling carrier disputes with timestamped video evidence.
**Rendered**: Pain: Yard staff spend hours daily walking the tarmac to log trailer IDs while unbilled detention costs leak through legacy YMS gaps
Economic buyer: Third-Party Logistics Provider
Metrics: Target: You capture every second of dwell time automatically, eliminating manual checks and settling carrier disputes with timestamped video evidence.
Competition: Manual Yard Checks
**Mechanism**: spine-derived-v1
**Competition**: Manual Yard Checks
**Economic Buyer**: Third-Party Logistics Provider
**Vocab Fingerprint**: a7d49d166e3aa338

## Startup Token Cold Email

**Genre**: cold-email
**Rendered**: Subject: Automated Yard Visibility Service for yard supervisors at distribution centers

yard supervisors at distribution centers — Yard staff spend hours daily walking the tarmac to log trailer IDs while unbilled detention costs leak through legacy YMS gaps Manual yard checks cost distribution centers thousands in unbilled detention. Caliperyard computes trailer dwell times from existing CCTV feeds so you recover lost revenue automatically.
**Mechanism**: spine-derived-v1
**Template Id**: spine-cold-email
**Vocab Fingerprint**: ec1060fdda8319c9

## Startup Token Agent Spec

**Genre**: ai-agent-spec
**Rendered**: Automated Yard Visibility Service. Manual yard checks cost distribution centers thousands in unbilled detention. Caliperyard computes trailer dwell times from existing CCTV feeds so you recover lost revenue automatically. Serves yard supervisors at distribution centers.
**Mechanism**: spine-derived-v1
**Template Id**: spine-ai-agent-spec
**Vocab Fingerprint**: 24c8977209038ba0

## Neighborhood

### Candidate solutions

- [Service Technician Shortage](/Problems/Service_Technician_Shortage) — candidate solution for · Problems

### Competitors

- [RFID Tagging Systems](/Competitors/RFID_Tagging_Systems) — competes with · Competitors
- [Dedicated Yard Cameras](/Competitors/Dedicated_Yard_Cameras) — competes with · Competitors
- [GPS Trailer Tracking](/Competitors/GPS_Trailer_Tracking) — competes with · Competitors
- [Legacy YMS Providers](/Competitors/Legacy_YMS_Providers) — competes with · Competitors
- [Manual Yard Checks](/Competitors/Manual_Yard_Checks) — competes with · Competitors
- [Shop Foreman Escalation](/Competitors/Shop_Foreman_Escalation) — competes with · Competitors
- [Snap-on Zeus Scanners](/Competitors/Snap-on_Zeus_Scanners) — competes with · Competitors
- [ALLDATA Reference Manuals](/Competitors/ALLDATA_Reference_Manuals) — competes with · Competitors
- [Shop Foreman Escalations](/Competitors/Shop_Foreman_Escalations) — competes with · Competitors
- [ALLDATA Repair](/Competitors/ALLDATA_Repair) — competes with · Competitors
- [Snap-on Zeus Scanner](/Competitors/Snap-on_Zeus_Scanner) — competes with · Competitors
- [ALLDATA](/Competitors/ALLDATA) — competes with · Competitors
- [Snap-on Zeus](/Competitors/Snap-on_Zeus) — competes with · Competitors
- [WrenchWay Job Boards](/Competitors/WrenchWay_Job_Boards) — competes with · Competitors
- [ALLDATA Repair Manuals](/Competitors/ALLDATA_Repair_Manuals) — competes with · Competitors
- [WrenchWay](/Competitors/WrenchWay) — competes with · Competitors
- [OEM technical assistance centers](/Competitors/OEM_technical_assistance_centers) — competes with · Competitors
- [ALLDATA Subscriptions](/Competitors/ALLDATA_Subscriptions) — competes with · Competitors
- [internal foreman escalation](/Competitors/internal_foreman_escalation) — competes with · Competitors
- [escalating to shop foremen](/Competitors/escalating_to_shop_foremen) — competes with · Competitors
- [Escalating To Shop Foreman](/Competitors/Escalating_To_Shop_Foreman) — competes with · Competitors
- [escalating to a shop foreman](/Competitors/escalating_to_a_shop_foreman) — competes with · Competitors
- [escalating to the shop foreman](/Competitors/escalating_to_the_shop_foreman) — competes with · Competitors
- [poaching master mechanics](/Competitors/poaching_master_mechanics) — competes with · Competitors
- [Foreman Escalation](/Competitors/Foreman_Escalation) — competes with · Competitors
- [Foreman Escalations](/Competitors/Foreman_Escalations) — competes with · Competitors
- [poaching local techs](/Competitors/poaching_local_techs) — competes with · Competitors
- [WrenchWay Recruiting](/Competitors/WrenchWay_Recruiting) — competes with · Competitors
- [escalating to a foreman](/Competitors/escalating_to_a_foreman) — competes with · Competitors
- [Shop Foremen Escalations](/Competitors/Shop_Foremen_Escalations) — competes with · Competitors

### What it offers

- [Yard Dwell Monitor](/Software/Yard_Dwell_Monitor) — offers · Software
- [On-Demand Shop Foreman](/Services/On-Demand_Shop_Foreman) — offers · Services
- [Caliperyard Telemetry Link](/Services/Caliperyard_Telemetry_Link) — offers · Services

### Embodies

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

### Composed of

- [Trouble Code API](/Software/Trouble_Code_API) — composes · Software
- [Schematic Overlay Worker](/Agents/Schematic_Overlay_Worker) — composes · Agents
- [Bay Foreman Service](/Services/Bay_Foreman_Service) — composes · Services
- [Fault Isolation Agent](/Agents/Fault_Isolation_Agent) — composes · Agents
- [Sensor Telemetry Engine](/Software/Sensor_Telemetry_Engine) — composes · Software
- [Sensor Ingestion API](/Software/Sensor_Ingestion_API) — composes · Software
- [Schematic Overlay Agent](/Agents/Schematic_Overlay_Agent) — composes · Agents
- [Remote Diagnostic Service](/Services/Remote_Diagnostic_Service) — composes · Services
- [Vehicle Protocol SDK](/Software/Vehicle_Protocol_SDK) — composes · Software

### Who it serves

- [Automobile Dealers](/CompanyTypes/Automobile_Dealers) — serves · CompanyTypes

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