Solution
For presales and proposal engineering teams at EPC and industrial equipment firms: RFP, datasheet, and BOM specifications extracted and consolidated before an engineer opens the file.
The problem
An engineer first identifies which specification type the datasheet is, then extracts its type-specific fields by hand. Multiply by roughly 150 vendor RFPs and the proposal clock is already spent.
BOM and BOQ documents carry specifications inside long-form description blocks. Finding them takes an engineer's eye, and missing one takes value out of the proposal.
The two extractions have to be merged before proposal work can start. That manual merge is slow, error-prone, and lives on someone's desktop.
The product, not a promise
How it works
Incoming RFP specification documents and vendor datasheets enter the extraction pipeline as they arrive.
Each datasheet is typed automatically — the platform identifies the specification type instead of an engineer eyeballing it.
The relevant data boundaries are auto-identified, including description blocks inside BOM and BOQ documents.
Type-specific data points are pulled from the identified boundaries and merged with the BOM output.
Presales engineers verify the consolidated specification set and move straight to proposal work.
Who it's for
Presales engineer
Presales & proposals head
Engineering IT & risk
Responding to an RFP starts with reading it, and for a large engineering, procurement and construction company that reading was the bottleneck. Across roughly 150 vendor RFPs, presales engineers first identified which type of datasheet they were looking at, then extracted its type-specific technical data points — 15 to 20 minutes per review. Valve datasheets alone came in multiple specification types, each with its own fields.
The harder work sat in the BOM and BOQ documents, where specifications hide inside long-form description blocks. That output then had to be merged with the RFP extraction by hand — a reliable source of errors, and a delay that proposal timelines absorbed.
Botminds runs the extraction as a pipeline. Incoming datasheets are typed automatically on arrival, the relevant data boundaries inside each sheet are auto-identified, and type-specific values are pulled from those boundaries. The same boundary detection finds description blocks inside BOM documents and extracts the specifications buried there. RFP and BOM outputs land in one consolidated specification set, so the merge happens in the pipeline instead of a spreadsheet. Measured result: manual effort down 80%.
A proposal built on a misread specification is a margin problem waiting to be discovered mid-project. Every value in the consolidated set links to its location in the source document, so a presales engineer can verify a pressure rating or a material grade with one click during review. The pipeline extracts; the engineers review and approve — and their hours go to the proposal decisions that change bid outcomes instead of to data entry against a deadline.
Objections, answered
Every value in the consolidated set links to its location in the source document, so an engineer verifies a pressure rating or a material grade in one click. Nothing feeds a proposal until a presales engineer has reviewed the set.
That is the design assumption. The platform identifies the specification type per datasheet and applies type-specific extraction — valve datasheets alone came in multiple types in the reference deployment, each with its own fields. Boundary detection is learned from your documents, including description blocks inside BOMs.
Inside your security boundary, with access controls on who sees which bid and an audit trail on every extraction and review. Documents are processed where you keep them.
The pipeline reads the documents you already receive, so there is no upstream change to make. The reference deployment measured an 80% reduction in manual review effort against a baseline of 15–20 minutes per datasheet across roughly 150 vendor RFPs.
Watch datasheets and BOM documents become one consolidated, cited specification set.
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