Before implementing Beam AI, JPR Lighting Group relied on manual takeoffs using Stack, creating several challenges:

• Manual takeoffs consumed most of the estimator's day.
• Large tower projects often required up to 2 days to complete manually.
• Completing one large takeoff frequently delayed other high-priority tasks.
• Limited estimating capacity made it difficult to prepare additional quotes and pursue more bidding opportunities.