Manual bid leveling is a high-labor, error-prone bottleneck in construction procurement. This custom workflow ingests unstructured vendor submissions—PDFs, Excel files, emails—via orchestrated agents. Document AI extracts line items, inclusions, exclusions, and alternates, normalizing data against a master project scope. The immediate value is slashing a days-long manual process to hours, reducing comparison errors, and creating a structured, auditable basis for award decisions, directly impacting project cost and schedule certainty.




