Requirement register
Each extracted requirement carries its source, revision and proposed response. Missing tolerances, incompatible options and uncertain matches stay open.

A worked example for manufacturing: turn a request for quotation (RFQ) into a draft a sales engineer can check, refine and approve.
Before
A sales engineer reads specifications, searches previous offers and asks colleagues for missing details. The same context is assembled again for costing and approval.
Proposed workflow
Record the RFQ and documents. Link every extracted requirement to its source.
Retrieve permitted product data and comparable offers. Flag missing or contradictory requirements.
Draft the technical response and proposed configuration using approved costing rules.
A sales engineer checks feasibility, assumptions, price and exceptions before approval.
Write approved fields to CRM or ERP with an audit record and duplicate-action protection.
The review pack
Each extracted requirement carries its source, revision and proposed response. Missing tolerances, incompatible options and uncertain matches stay open.
Show the proposed product or bill-of-materials reference alongside the assumptions used. Comparable historical offers provide context, not automatic authority for today’s price.
Technical feasibility and commercial terms have separate approval owners. The final system action uses the approved version and records the resulting quotation ID.

Human controls
The system does not approve price, accept contractual terms or promise technical feasibility. Missing evidence and conflicting requirements route to the responsible person.
Measurement plan
Compare similar product families and request complexity. Time the entire path from receipt to an accepted quotation, separating hands-on preparation, approval waiting time and corrections. Count proposals that reviewers reject or rebuild as part of the cost.
Sample comparable RFQs and record elapsed time, engineering effort, corrections and exceptions.
Check requirement coverage, source accuracy, configuration validity and review effort.
Compare similar requests before and during the limited deployment. Expand only when the evidence shows reliable quality and less manual work.
Handover
Handover includes interface specifications, evaluation cases, approval rules and recovery procedures. Commercial authority remains with the manufacturer.
Explore manufacturingA core workflow, a new product or a missing technical capability. Tell us what needs to change, and we can define a practical starting point.
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