MOI connects procurement document parsing, item confirmation, multi-source research, supplier recommendations, price analysis, and report export in one evidence-backed workflow.
Project names, line items, models, quantities, and parameters were scattered across PowerPoint, PDF, Excel, Word, and image files, while buyers manually cross-referenced internal records and external markets.
The system creates an editable item list, then compares internal archives, supplier and price databases, and external market information to produce recommendations, target ranges, alternatives, and risk flags with sources.
A structured Word report combines item summaries, supplier assessment, market research, price comparison, risks, and procurement recommendations with explicit task and error states.