Electrical Panel Price Prediction • February 2021 - January 2022
Traditional manual quotation process
Customer inquiry received, no pricing available
1 week of technical specification review
Manual component selection and pricing
Lost opportunities in competitive bidding
AI-powered instant prediction
Customer inquiry received, enter specifications
Random Forest model analyzes 2400 historical quotes
Preliminary estimate with confidence interval
Win more bids with faster response time
Random Forest Feature Importance