The Workflow
Four sequential stages, from document upload to the final decision, with people always at the center of control.
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Document upload
Specifications, drawings, and bids from each contractor enter the system in their original formats—heterogeneous Excel and PDF files—with no manual prep work.
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AI normalization
The pipeline extracts and structures the line items from each bid, unifying nomenclatures and units into a common, comparable schema.
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Human validation
Before being recorded, every normalized data point goes through mandatory review. Nothing enters the comparison without a person's confirmation.
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Comparison and decision
Line-by-line matrix, detection of omissions and pricing anomalies, and historical benchmarking to support an auditable award.