Retail & ecommerce

Steps in this industry’s terms · 4 steps

1. 01

   Check customer product eligibility

   Input

   Customer quantities, product catalog and pricing policy

   Output

   Eligible products and pricing policy

   • Customer-specific catalogs, pricing, promotions and creditSegment-aware quotes + promotion budgets and credit checks
2. 02

   Assemble cost and lead-time quotes

   Input

   Eligible products and pricing policy

   Output

   Costs, selling prices, lead times and missing items

   • Supplier comparison and bundle quotationMulti-supplier quantity quotes + costs, lead times and missing items
3. 03

   Prepare cart line items

   Input

   Costs, selling prices, lead times and missing items

   Output

   Items, discounts and amount awaiting confirmation

   • Scoped customer catalog, cart and checkoutCustomer-scoped catalogs + carts and idempotent submission
4. 04

   Customer confirms checkout handoff

   Human review

   Input

   Items, discounts and amount awaiting confirmation

   Output

   Confirmed or abandoned checkout handoff

   Decided byAssigned reviewer or requesting user

   • Signed agent-to-human checkout handoffExpiring signed context handoff + human completion and confirmation

Steps in this industry’s terms · 5 steps

1. 01

   Align products and addresses

   Input

   Sales orders, store stock and delivery requirements

   Output

   Orders with checked units and addresses

   • Distribution customer, SKU and warehouse master dataUnified customer, material and address records + units and storage locations
   • Sales-force visits and assisted orderingField task planning and check-in + evidence review and linked orders
2. 02

   Check stock and shortages

   Input

   Orders with checked units and addresses

   Output

   Stock reservations and shortage list

   • Order approval, inventory reservation and delivery promisesOrder rechecks and reservations + shortage and delivery constraints
   • Inventory ledger, batch control, stocktake and valuationStock reservations and movement ledgers + human stocktake and valuation
3. 03

   Approve replenishment or split delivery

   Human review

   Input

   Stock reservations and shortage list

   Output

   Approved replenishment and delivery plan

   Decided byAssigned reviewer or requesting user

   • Procurement, replenishment suggestions and supplier collaborationStock needs to purchase suggestions + approvals and arrival records
   • Order approval, inventory reservation and delivery promisesOrder rechecks and reservations + shortage and delivery constraints
4. 04

   Check picks and assign delivery

   Input

   Approved replenishment and delivery plan

   Output

   Dispatch records and delivery tasks

   • Warehouse receiving, putaway, waves, picking and recheckInbound scan checks + putaway, picking and outbound review
   • Fleet dispatch, loading and route planningTask loading and dispatch + capacity and time constrained route proposals
5. 05

   Reconcile receipts and returns

   Human review

   Input

   Dispatch records and delivery tasks

   Output

   Receipts, returns and open issues

   Decided byAssigned reviewer or requesting user

   • Delivery proof, carrier callbacks, collections and returnable assetsDelivery receipts and exceptions + callback reconciliation and returnable balances
   • Aftersales approvals, refunds and replacement ordersException intake + human-approved refund or replacement

Steps in this industry’s terms · 4 steps

1. 01

   Locate supplier quote pages

   Input

   Supplier quote screenshots, item specifications and purchasing terms

   Output

   Traceable quote pages and screenshots

   • Hotel platform URL discovery and mappingEntity name to page matching + regional parameter caching
   • Multi-OTA live rate collectionMulti-site quote collection + condition normalization and failure diagnostics
2. 02

   Read specifications, prices and minimums

   Input

   Traceable quote pages and screenshots

   Output

   Specification, unit-price and minimum-quantity candidates

   • Multi-image OTA rate extractionPaired screenshot field recognition + structured comparison records
   • Booking URL field extraction and provenanceLink parameter extraction + field-level provenance and confidence
3. 03

   Align tax and delivery terms

   Input

   Specification, unit-price and minimum-quantity candidates

   Output

   Tax-inclusive delivered-price and lead-time comparison

   • Normalized rate snapshots and historyComplex quote field normalization + deduplicated snapshots
   • Hotel benefit evidence and comparisonSide-by-side benefit facts + commitment status distinction
4. 04

   Buyer reviews and chooses

   Human review

   Input

   Tax-inclusive delivered-price and lead-time comparison

   Output

   Reviewed quote tradeoffs and pending checks

   Decided byAssigned reviewer or requesting user

   • Hotel and rate decision supportCost, flexibility and benefit ranking + explained tradeoffs

Steps in this industry’s terms · 4 steps

1. 01

   Review merchant service suppliers

   Human review

   Input

   Merchant need subscriptions, service listings and admission rules

   Output

   Reviewed service listings and access scopes

   Decided byAssigned reviewer or requesting user

   • Vendor registry and service discoveryVendor listing review and versioning + access controls
2. 02

   Match opted-in needs

   Input

   Reviewed service listings and access scopes

   Output

   Service candidates with eligibility explanations

   • Offer matching and opportunity inboxReviewed offers matched to opted-in demand + eligibility and feedback
3. 03

   Merchant confirms simulated handoff

   Human review

   Input

   Service candidates with eligibility explanations

   Output

   Simulated request and non-payable record

   Decided byAssigned reviewer or requesting user

   • Sandbox marketplace invocation and settlement evidenceManifest service request mapping + simulated settlement and dispute records
4. 04

   Summarize merchant feedback

   Input

   Simulated request and non-payable record

   Output

   De-identified feedback and next matching suggestions

   • Aggregate vendor offer outcome reportingEligibility and feedback aggregation + de-identified statistics
   • Lifecycle offers and AI campaign draftingAggregated usage segmentation + campaign drafts and benefits