How to Automate a B2B Quotation Workflow

The problem: quotation errors begin at data and ownership gaps

Map each input to a trusted source: customer details from CRM, products and costs from a catalog, and availability or lead time from operations. If several spreadsheets disagree, establish a source of truth before generating documents.

Separate standard rules from judgment calls. Authorized discounts can flow into a draft, while excessive discounts, low margins, or unusual delivery terms can require management or finance approval.

Consider an equipment supplier that copies prices from an old spreadsheet, asks purchasing for lead time, and pastes an approved discount into Word. When the buyer changes quantity, the team sends an older version with a stale delivery date. More reminders will not remove this risk; pricing, approval, documents, and versions need one auditable data flow.

• Master data: customer, item, specification, unit, list price, cost, and tax
• Commercial rules: quantity tiers, discounts, freight, payment, and validity
• Exceptions: customization, special contracts, low margin, cross-border, or urgent work

How AgentTech designs quotation data, approvals, and integrations

Every quote needs a unique number, owner, customer, version, status, and audit trail. The system can calculate an initial draft, while reviewers see what changed and why before approving and locking the formal version.

When a customer requests changes, create a new version instead of overwriting the old file. This preserves what was sent and ensures that the accepted order references the correct terms. Email or LINE delivery can also be recorded against the quotation.

AgentTech can inventory CRM, product, inventory, and accounting data; build the quotation console and permissions; connect required APIs; and generate approved documents with an audit trail. The system applies defined rules and blocks incomplete records. Final pricing strategy, legal terms, credit conditions, and exceptional delivery promises still require an authorized business reviewer.

• Use clear states such as draft, review, approved, sent, revised, accepted, and expired
• Record differences in amount, discount, terms, and attachments
• Generate formal documents from approved templates and company details

Concrete rollout: take one quote type through to an order

Sending a PDF is only one sales milestone. Remind the owner before expiry, record customer feedback, schedule the next contact, and create an order, project, or contract task after acceptance. Capture loss reasons such as budget, timing, competition, or a paused need.

AI can summarize discovery notes or identify missing draft fields, but pricing, discounts, legal terms, and delivery commitments should rely on approved data and human confirmation. Start with one frequent quotation type before expanding to other product lines.

• Create a dated follow-up action when a quotation is sent
• Convert the accepted version into an order or project without re-entry
• Review cycle time, revision count, and loss reasons—not total value alone