Turn technical chaos into structured assets.
Engineering specs, technical drawings, safety data sheets, supplier RFPs and quotes, inspection reports. Bem links the documents that hold your institutional knowledge to the systems of record your operations actually run on. SAP, Oracle, Teamcenter, your custom MES.
Shipping with Ply. First 100 function calls every month, free.
The artifacts your engineers actually receive.
Industrial documentation is the gnarliest mix of formats and tribal knowledge in any vertical. Massive PDFs, CAD exports, legacy scans, handwritten annotations. Bem ingests all of it.
Multi-page PDFs, CAD-exported PDFs, legacy scans. Parameters, tolerances, callouts.
Drawings with title blocks, bills of materials, revision histories. Linked to part numbers.
SDS, MSDS, GHS classifications. Hazards, handling, regulatory codes into your EHS system.
Inbound RFP packets, quote sheets, technical responses. Extracted and normalized.
QC checklists, dimensional reports, NCRs. Field-by-field against your acceptance criteria.
BOMs in spreadsheets, PDFs, exports. Part numbers, quantities, descriptions, suppliers.
RFP packet to supplier comparison.
Inbound supplier RFP responses arrive in every conceivable format. Bem normalizes them into a single comparable record per supplier per line item, with the source page anchored for the buyer who has to defend the decision.
Twelve suppliers. One comparable record.
Each supplier responds in their own template. Bem reads each one, extracts the line items, normalizes part numbers and units, and returns a single comparison table the buying team can act on the same day.
A spec packet, structured.
{
"part_number": "PN-44091-B",
"revision": "C",
"material": "AISI 4140",
"tolerances": {
"diameter_mm": { "nom": 24, "tol": 0.05 }
},
"linked_ids": {
"sap_material": "MAT-118842",
"twin": "TWN-0291"
},
"confidence": 0.978
}Identify the document. Spec vs drawing vs SDS vs RFP. Route to the workflow that knows its layout.
Layout-aware models identify engineering parameters. Voltage, pitch, tolerance, material grade, even in complex tables or handwritten notes.
Reconcile drawing against bill of materials. Match supplier quote line items against your RFP. Flag the gaps.
Match extracted part numbers against your master data in SAP, Oracle, or Teamcenter. Resolve fuzzy matches, attach digital-twin IDs.
Shape structured assets for ERP, PLM, or MES. Versioned, validated, ready to post.
“Supplier RFPs used to consume a full day a week per buyer. Comparing apples to apples meant transcribing every response into a spreadsheet. That work is gone.”
Build in minutes. Start for free.
Whether it's our no-code builder or APIs, ship your first workflow in minutes, not days. Get the first 100 function calls for free, then pay-as-you-go with graduated pricing.