RIVER FORGE
AI-Driven Platform for RFPs, RFQs & Product Workflows
AI-powered platform to process RFQs, explore product catalogs, plan spaces, and respond with confidence—across commercial furniture and material handling workflows.

Material Handling
Where Teams Lose Time Today
Searching through large product catalogs
Interpreting product specs manually
Repeated back-and-forth on requirements
Time-consuming RFP/RFQ and quote prep
Manual space planning in tools
One Platform, Multiple Workflows.
River Forge combines catalog intelligence, RFP/RFQ automation, product search, and space planning into a single platform— helping teams move from requirement to response faster.
RFP / RFQ Processing
- Extract requirements automatically
- Understand scope, quantities & details
Product Matching
- Match requirements to catalog products
- Improve accuracy and reduce errors
Catalog Intelligence
- Convert catalogs into structured data
- Enable fast product search and access
Space Planning
- Create intelligent layouts in minutes
- Optimize space and utilization
Product Discovery
- Ask questions and explore products
- Get relevant suggestions instantly
From Requirement to Response in Minutes
Upload
RFP / RFQ / Catalog
AI
AI Extraction
(Products & Criteria)
Product Matching
& Selection
Review & Refine
Selections
Quote / Proposal Output
(Structured)
Built for Complex Product Workflows
Material Handling
- Large SKU datasets with product variations & configurations
- Space planning for warehouses, racks, aisles and facilities
- Faster product lookup and decision-making
River Forge (Material Handling)
Enable smarter product discovery with AI-driven catalog intelligence and chatbot assisted interaction—helping users find, configure, plan spaces, and design layouts faster and more accurately.
What Changes with River Forge
Respond faster to RFPs & RFQs
Improve proposal accuracy
Reduce manual effort & response time
Plan spaces smarter with AI-assisted layouts
Handle more RFPs & RFQs with the same team
With vs Without River Forge
| Area | Without River Forge | With River Forge | Outcome / Impact |
|---|---|---|---|
| RFP / RFQ Processing Time | Hours per RFP / RFQ | Minutes | 80-90% time saved |
| Product Matching | Manual lookup | Automated matching | Faster & more accurate |
| Space Planning | Manual in CAD / Excel | AI-assisted layouts | 4-10X faster planning |
| Accuracy | Prone to errors | High accuracy | Better proposals, fewer errors |
| Proposal Preparation | Manual effort | Structured outputs | Consistent & professional |
| Cost per RFP / RFQ | High labor cost | Reduced processing cost | Lower cost per RFP / RFQ |
| Team Efficiency | Limited capacity | Handle more RFPs / RFQs | More output, same team |
Lower Cost. Higher Efficiency.
- Lower cost per RFP/RFQ processed
- Reduce dependency on manual work
- Improve team productivity
- Faster turnaround = faster revenue
Space Planning Made Simple
Floor Plan
Planning
Layout
Utilize More.

