Project Intelligence Preview
A visualization of the Lucent Score system, showing how construction projects are evaluated across efficiency, material recovery, and timeline metrics.
The Project Intelligence Preview visualizes the Lucent Score — ML Systems' proprietary 0-to-100 efficiency metric that evaluates every construction project across multiple dimensions. The score synthesizes material recovery rates, construction timeline adherence, waste reduction metrics, crew efficiency, and cost performance into a single actionable number.
This visualization breaks the score into its component weights, showing how each factor contributes to the final number. Viewers can see how a project scoring 85 overall might excel in material recovery (92) while lagging in timeline adherence (74), providing clear direction for operational improvement. The visual format makes these tradeoffs immediately legible.
The Lucent Score is not a vanity metric. It drives real operational decisions: crew assignments, equipment allocation, material routing, and marketplace pricing all reference the score. For Data API customers at the L4 Benchmark tier, Lucent Scores across the ML Systems portfolio provide industry-first construction efficiency benchmarks that no other data source can offer.