Modern Freight Forwarding Automation — Without the Enterprise Baggage
Wove is built from the ground up with LLM-native intelligence, real-time configurability, and a modern user experience. Raft? It's powerful, but built for a world of static templates and rigid workflows. Here's how we compare.
Wove vs. Raft AI at a Glance
| Feature |  |  |
|---|---|---|
| Foundation | Built on modern LLMs with continuous improvement | Template-dependent architecture requiring manual updates |
| Document Extraction | High-accuracy, generalizable, few-shot adaptable | Requires pre-defined templates or retraining |
| Tariff Intelligence | Full Chapter 99 coverage — Section 301, 232, IEEPA, HTS classification, tariff time machine | Not offered |
| Email Copilot | Fully integrated, understands natural language RFQs | No email-native UI |
| CargoWise Integration | Modular, editable by users in seconds | Static, changes take weeks |
| Custom Field Mapping | Fully user-controlled, no engineering required | Requires engineering involvement |
| Adaptability to New Formats | Instant via LLM and user feedback | Manual retraining or configuration updates |
| Deployment Speed | Live in days | Live in weeks or months |
| UX & Workflow | Copilot overlay, API-first, built for speed | Back-office dashboard, built for large static workflows |
| Pricing Model | Modular — start with one use case and expand | Enterprise contracts with high minimums |
| Use Case Fit | RFQs, quoting, reconciliation, customs, pre-clearance packets | Rigid workflow automation for predefined processes |
| Ideal Customer | Any forwarder or broker ready to automate now | Large enterprises willing to wait for deployment |
Why Wove Wins
LLM Accuracy That Doesn't Break with Every New Format
Wove's model can generalize across unstructured emails, PDFs, spreadsheets, and images without retraining. Raft often requires templates or labeled training data per document type.
True Copilot Experience
Wove embeds into Outlook/Gmail, helping teams extract, structure, and act on info directly from the inbox. Raft only works inside its own UI.
CargoWise Integration That Works Like Lego, Not a Brick Wall
Wove's CargoWise module lets users instantly add, remove, or remap fields—without waiting on engineering or vendor timelines. With Raft, even small changes can take weeks.
Designed for Change
In logistics, formats change weekly. Wove's few-shot LLM architecture adjusts instantly. Raft's setup works best when things stay the same.