DockSight — Attested Visibility Mesh

E-commerce Platforms
🔥
10/10
Demand Score
Missed OTIF, detention, and manual check calls are causing immediate margin erosion and customer churn.
🌊
7/10
Blue Ocean
Competition Level
💰
$3k-25k
Price/Month
Predicted customer spend
⏱️
12 days
Time to MVP
Difficulty: Moderate

The Problem

Expensive Upgrades Required

Competitor Landscape

  • project44
  • FourKites
  • Descartes MacroPoint
  • Transporeon
  • Overhaul

Must-Have Features for MVP

Driver web-PWA with SMS magic links (no install)
BOL/dock challenge-code generator with anti-spoofing
ELD connectors (Motive, Samsara, Geotab) and geofence attestation
Telecom-assisted device-based geolocation fallback
Lane-level predictive ETA with continuous learning
Exception routing with detention counter and auto-escalations
Email/PDF load-tender ingestion and auto-mapping
Carrier scorecards by lane and milestone reliability

⚠️ Potential Challenges

  • Small-carrier adoption and consent management
  • Printing or displaying challenge codes on BOL/dock signage
  • ELD API rate limits and variability
  • Privacy policies for driver/device data
  • Shipper/3PL data quality for order-to-load matching

Risk Level: Moderate

🎯 Keys to Success

  • >85% attested stop coverage within 60 days
  • ETA MAE < 20 minutes on top 20 lanes
  • >60% reduction in manual check calls
  • >30% reduction in detention fees on covered lanes
  • Carrier onboarding time < 5 minutes via SMS
  • OTIF improvement > 4 pts on key customers

Ready to Build This?

This moderate-difficulty project could be your next micro-SaaS success.