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Apragya AI
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Sales & POS overview: quotations, sales orders, delivery notes

The sales cycle inside Apragya AI - from quote to order to fulfilment to invoice - and the AI agents that smooth each step.

Sales & POS handles the outbound cycle: prospect-to-quote, quote-to-order, order-to-fulfilment, fulfilment-to-invoice. Reads from CRM (deals, contacts) on the front end; writes to Inventory (stock decrements) and Finance (invoices) on the back end. Multi-currency, multi-price-list, supports both regular sales and in-person POS.

The sales cycle

  • Quotation - draft + revise; price-list-driven, discount approval policy applies
  • Sales Order - quotation converts to SO; reserves stock; routes to fulfillment
  • Delivery Note - dispatch tracking; partial deliveries supported
  • Invoice - generated on delivery (or scheduled); handed to Finance
  • Payment - tracked against the invoice; aging reports surface in Finance

Bundled AI agents

  • Quote Generator - drafts quotes from a structured customer ask; pulls from the price list + applicable bundles
  • Discount Approver - validates discount requests against the policy matrix; auto-approves under threshold, HITL above
  • Upsell Recommender - on quote/order, surfaces complementary SKUs based on past pairings
  • Backorder Resolver - when stock is short, proposes a split-shipment plan + ETA for the missing items

Configure on day one

  • Price lists - tenant-default + per-customer-segment overrides
  • Payment terms - your standard terms (Net 30, Net 60, etc.) and per-customer overrides
  • Discount policy - thresholds + approver chain (HITL-driven)
  • Tax codes - per-jurisdiction; the platform supports 30+ countries' VAT/GST schemes
  • Quotation expiry - global default; drives the Renewal Reminder for stale quotes
Quotations were called Estimates in earlier versions of the platform. The model was renamed mid-2026; old data is preserved under the new name. References to CRMEstimate in any custom code should migrate to SalesQuotation - see the migration plan in docs/estimates-to-quotations-migration-plan.

Common workflows

Sales rep drafts quote -> Quote Generator pulls the line items from a structured customer ask -> Discount Approver checks the rep's proposed discount -> within policy -> auto-approve + send to customer with e-signature link -> customer accepts -> auto-convert to SO -> Inventory reserves stock -> Fulfilment kicks off. Lead time to first quote: under 30 seconds.

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