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IMPLEMENTATION / Manufacturers, exporters & custom-product sales

Find the right pricing reference. Make the quote easier to review.

Match a structured customer requirement to the relevant product, quantity tier and approved price reference, then surface gaps and exceptions for the quoting team.

WHEN THIS IS USEFUL

The right price depends on product attributes and quantity, while the reference sits in separate catalogs or price sheets.

THE WORKFLOW CHANGE

Match the requirement to an approved reference and show the salesperson the source and any gaps.

AI-assisted price matching

Match a structured customer requirement to the relevant product, quantity tier and approved price reference, then surface gaps and exceptions for the quoting team.

A connected business process

Structured specifications → Product match → Price reference → Exception review → Quotation

What we build

  • Approved pricing-reference mapping
  • Specification and quantity-tier matching
  • Traceable source references
  • Missing-price and exception queue
  • Handoff to the quotation draft

How we validate it

Verify every suggestion against the approved pricing version, product rules and quantity tier. Missing or conflicting references stay in review rather than becoming a guessed price.

Connect the next part of the workflow

See the inquiry-to-fulfillment workflow ↗
START WITH ONE WORKFLOW

Let’s find your
first workflow.

We map the busywork, connect the tools you use,
and build AI systems around your team.

Discuss your workflow ↗