RIVER FORGE
From Catalog to Quote—
Faster, Smarter, and
More Accurate
AI-powered platform to process RFQs, explore product catalogs, plan spaces, and respond with confidence—across commercial furniture and material handling workflows.

Where Teams Lose Time Today
One Platform, Multiple Workflows.
River Forge combines catalog intelligence, RFQ automation, and product discovery into a single
platform—helping teams move from requirement to response faster.
From Requirement to Response in Minutes
Upload
RFQ / Catalog
AI
AI Extraction
(Products & Criteria)
Product Matching
& Selection
Review & Refine
Selections
Quote / Output
(Structured)
Built for Complex Product Workflows
Commercial Furniture
- Product catalogs with variants, finishes, dimensions
- Faster dealer response and proposal preparation
Material Handling & Industrial Supply
- Large SKU datasets
- Faster product lookup and decision-making
What Changes with River Forge
With vs Without River Forge
| Area | Without River Forge | With River Forge | Outcome / Impact |
|---|---|---|---|
| RFQ Processing Time | Hours per RFQ | Minutes | 80-90% time saved |
| Product Matching | Manual lookup | Automated matching | Faster & more accurate |
| Accuracy | Prone to errors | High accuracy | Better proposals, fewer errors |
| Proposal Preparation | Manual effort | Structured outputs | Consistent & professional |
| Cost per RFQ | High labor cost | Reduced processing cost | Lower cost per RFQ |
| Team Efficiency | Limited capacity | Handle more RFQs | More output, same team |
Lower Cost. Higher Efficiency.
- Lower cost per RFQ processed
- Reduce dependency on manual work
- Improve team productivity
- Faster turnaround = faster revenue
Use Case Snapshot
Upload RFQ
or Catalog
Extract
Key Details
Match with
Relevant Products
Generate
Structured Output














