Quotation IntelligenceWorkflow walkthrough

Know what's missing before you quote.

A pump enquiry includes a quantity, temperature and delivery location, but not the fluid composition. The quotation workflow brings those details into one brief and identifies what engineering needs to confirm.

3D model of an industrial transfer pump with an orange curved housing, machined flanges and a graphite motor with lengthwise cooling fins
Enquiry Q-001 / Industrial equipment manufacturingIndustrial transfer pump / 3D model
Requirement
Industrial transfer pumps
Quantity
3 units
Operating temperature
85°C
Delivery
Hyderabad
Fluid composition
Not provided

The incoming enquiry

A request arrives.
The specification doesn't.

Sales needs engineering's input before it can quote. The email says what the customer wants, but leaves out a detail that affects which pump is suitable.

Manufacturing enquiries arrive from customers, distributors, EPC contractors and procurement teams. Each brings different information for sales and engineering to work through.

The real questionDo we understand enough to quote the right equipment?
Incoming enquiryQ-001 / Enquiry details
From
Procurement team · Chemical processing company
To
Industrial equipment sales
Subject
Transfer pumps for continuous chemical service
We require three industrial transfer pumps for a chemical processing facility, operating continuously at 85°C.

Please quote for delivery to Hyderabad. The process specification is attached.
Process specificationTechnical attachment referenced in the enquiry

Confirm fluid composition before selecting the pump configuration.

Reading the enquiry

Keep the details together.
Leave the gaps visible.

The brief separates what the customer has supplied from what still needs an answer. Product documentation can help check the requirements; it cannot supply the missing fluid composition.

Q-001 / From enquiry to quotation
05

Captured details.
One record.

Clarify before selection.

Fluid composition is still missing.

  1. 01Read enquiry
  2. 02Clarify gaps
  3. 03Prepare quote
Q-001 / AI Fauj interpretation

Requirement summary

Clarification required

Captured from the enquiry

Product category
Industrial transfer pumps
Application
Continuous chemical transfer
Quantity
3 units
Operating temperature
85°C
Delivery location
Hyderabad
The open engineering question

What fluid will the pumps handle?

Fluid composition is missing. Material and seal compatibility cannot be confirmed from temperature alone.

Flow, head and the remaining technical requirements also need validation before final configuration.

Recommended next stepRequest the fluid composition.
Keep product selection open.
Example draft only. No quotation sent.Specification & pricing inputs still incomplete

What the draft brings together

A three-layer cube representing product documentation, candidate configurations and commercial inputs.
Product knowledge
Specifications and compatibility information from approved engineering documents.
Possible configurations
Candidate series and comparable configurations, with compatibility still unconfirmed until the missing specifications arrive.
Commercial inputs
Delivery requirements and open questions. Pricing and terms would come from your business systems.

Workflow design

Decide what runs itself.
Set the checks that matter.

Automate the routine work of reading enquiries and preparing drafts. Your catalogue and commercial policies determine which quotations can be sent automatically and which need review.

Workflow stageHow AI helpsConfiguration
Requirement

Read the enquiry and prepare questions for any missing details.

Required fields, accepted inputs and clarification rules.

Engineering

Find candidate configurations in the approved product documentation.

Compatibility rules, source quality and technical exceptions.

Commercial

Prepare the quotation using pricing and delivery data from your systems.

Price lists, discount limits and terms from your business systems.

Release

Send a completed quotation when the configured conditions are met.

Automatic release or an approval step, according to the workflow policy.

Inside your business

Keep your existing systems.
Stop gathering inputs by hand.

A quotation draws on more than the latest email. Connect it to the customer's enquiry history, engineering documents and the pricing records your team already uses.

System diagram: three source modules connect through an intelligence layer to the quotation workflow.
  • Capture required fields consistently
  • Spot missing specifications early
  • Find the relevant engineering documents
  • Avoid chasing the same details twice
  • Spend more time shaping the proposal

Focus each build on the parts of quoting that take the most manual work.

Existing business systemsAgreed access only
  • Product & engineering knowledgeSpecifications, compatibility rules, technical documents
  • CRM & enquiry recordsCustomer context, attachments, previous conversations
  • ERP & commercial rulesApproved product data, pricing inputs, delivery terms
AI FaujPrepare the quote from your records.

Use the relevant documents and commercial rules to assemble the draft and handle missing inputs.

Workflow configurationYou set the rules for sending.

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