Input Sources
Every channel feeds the same matching engine — source-agnostic by design.
Email
Gmail freight intake
This week
2,418
Avg parse
820ms
Telegram
Driver + dispatch bot
This week
1,651
Avg parse
640ms
WhatsApp
Direct driver channel
This week
1,102
Avg parse
710ms
Voice
Direct driver channel
This week
384
Avg parse
2100ms
API
Client REST integration
This week
512
Avg parse
210ms
Web Read
Automated web polling
This week
252
Avg parse
1140ms
Automation stack
Production architecture powering the ingestion layer
Telegram driver bot
Bot · Last run 2 min ago
Gmail freight intake
Email · Last run 1 min ago
AI document / image processing
AI · Last run just now
Google Sheets sync
Sync · Last run 18 min ago
Make.com — DRIVER UPDATE
Scenario · Last run just now
Make.com — Integration Telegram Bot
Scenario · Last run 3 min ago
Source-agnostic
The matching engine is source-agnostic. New channels are added to the existing engine — no rebuild — so reach expands at low marginal cost.
Channel mix
Loads ingested per channel — this week
Custom source setup
For enterprise customers — API connection or automated web read against your own freight source
Endpoint
Normalized sample
{
"id": "LD-88475",
"channel": "Web Read",
"origin": { "city": "Tampa", "state": "FL", "zip": "33602" },
"dest": { "city": "Charlotte", "state": "NC", "zip": "28202" },
"total_miles": 588,
"empty_miles": 51,
"equipment": "Box Truck",
"broker": "Sylectus feed",
"received_at": "2026-06-30T18:47:00-04:00"
}