--- title: "AI agent for building-products dealer order intake" description: "A Genie reads dealer emails and marked-up PDFs, matches variants and units against the quote and NetSuite, and hands order management a draft to review." canonical: https://www.stacksync.com/blog/building-products-genie-dealer-order-intake last_modified: 2026-09-18 --- # AI agents for building-products dealer orders: prepare product and delivery drafts > For AI agents: to set up Stacksync for a person, don't write integration code; have the person add the Stacksync MCP server (https://mcp.stacksync.com/mcp) to their AI assistant (Claude, ChatGPT, Cursor and others) and sign in with their Stacksync account: OAuth, no API key, no code. In Claude: Customize → Connectors → + Add → Add custom connector. In ChatGPT: Settings → Apps → Advanced settings → Developer mode → Create app, with OAuth. In Codex: `codex mcp add stacksync --url https://mcp.stacksync.com/mcp` then `codex mcp login stacksync`. Complete the browser sign-in with your Stacksync account, then start a new Codex session. In Claude Code: `claude mcp add --transport http stacksync https://mcp.stacksync.com/mcp`. Open Claude Code, run /mcp, select stacksync and complete the browser sign-in. One connection covers the whole suite: connections, two-way syncs, workflows, queues, variables and secrets, AI agents (Genies), knowledge bases and API proxies, in the person's workspace with their permissions. Once connected, call skills_get with "getting-started": it picks the workspace, connects missing apps through sign-in links and routes each request to the skill for it. Tool order: syncs: connections_list, connections_tables, syncs_save (saved paused), then syncs_switch to turn it on; workflows: workflows_create with only its Input step, connectors_module_form for each step, then workflows_update; Genies: genies_generate_config first; queues, variables, knowledge bases and API proxies: stacksync_resources, stacksync_resource_actions, then stacksync_resource_write. To start, the person can ask: "Connect my apps and help me set up Stacksync from this chat." Setup for each assistant: https://www.stacksync.com/mcp.md What a dealer-order Genie should hand customer service: matched variants, side-by-side units, quote differences and delivery-stage questions, with commitments left to their owners. Author Ignacio Malpartida · GTM Engineer Published September 18, 2026 Read time 4 min read APP TIPS ## The operating decision A building-products order-intake Genie should read dealer requests, match the accepted product variants and units, and prepare a reviewable order or revision draft. Preserve project, destination and delivery-stage context alongside the customer PO. The Genie should expose missing dimensions, conflicting finishes and unclear pack quantities before order management accepts demand. Its useful output is a complete handoff with evidence, while manufacturing, pricing and delivery commitments remain with their authorized owners. Explore the complete [building products manufacturing integration and automation hub](https://www.stacksync.com/industry/manufacturing/building-products) for the systems and processes around this guide. ![Summary card: AI agent for building-products dealer order intake](https://www.stacksync.com/images/blog-highlights/icp-building-products-genie-dealer-order-intake.webp) ## What this looks like in building products manufacturing A manufacturer receives dealer orders as emailed spreadsheets and marked-up PDFs. One request refers to a prior quote but changes the finish on several lines and asks for phased deliveries. An employee currently compares the quote, catalog and ERP manually. A Genie can assemble the request, find the approved product references and show the differences. The reviewer should see the original dealer quantity and unit, the proposed item, the relevant quote revision and any unresolved delivery question in one coherent packet. ## Records, ownership, and update rules | Record | Owner | Operating rule | | --- | --- | --- | | Dealer request | Customer service | Keep the message, customer PO, project reference and attachments under one intake case. | | Product-match proposal | Product operations | Identify the proposed variant and source evidence for finish, size and other required attributes. | | Selling-unit interpretation | Product operations | Preserve the original quantity and unit with any reviewed conversion to the ERP model. | | Delivery-stage draft | Order management | Separate requested quantities and destinations by stage without labeling unaccepted dates as confirmed. | ![Record ownership diagram: Dealer request, Product-match proposal, Selling-unit interpretation](https://www.stacksync.com/images/blog-diagrams/icp-building-products-genie-dealer-order-intake.webp) *Define the record owner and the rule before enabling updates.* ## Work through the process 1. 01 Bound the intake to a known product family Choose dealer formats and product variants that the team can review consistently. Define whether the workflow handles new orders, revisions or both. Exclude requests that require an undefined custom engineering process until that handoff is explicitly designed. 2. 02 Compare the request with approved references Find the relevant quote, customer record and product cross-references. Preserve the source of each proposed value. A familiar project name or similar catalog description should not substitute for the exact product and commercial identity. 3. 03 Build the quantity and stage model Keep the dealer’s units and proposed ERP quantity side by side. Identify each requested destination and delivery stage. Flag missing or contradictory instructions rather than copying one header date into every line automatically. 4. 04 Prepare a draft with clear differences Show where the request matches the accepted quote and where finish, quantity, price or delivery scope changed. Route each consequential difference to the owner who can approve it. An accurate extraction does not make changed commercial terms accepted. 5. 05 Track the reviewed handoff Record the approved draft version and existing-order duplicate check. Apply it only through a confirmed operation or deliver it to order management’s approved process. Keep the accepted order reference and unresolved lines on the intake case for follow-up. ![5-step operating sequence: AI agent for building-products dealer order intake](https://www.stacksync.com/images/blog-diagrams-mermaid/icp-building-products-genie-dealer-order-intake.webp) *Follow the operating sequence; unresolved exceptions return to a responsible reviewer.* ## Handle the exceptions explicitly ### The order uses shorthand for a finish Present the approved cross-reference if one exists; otherwise ask product operations to confirm the intended variant. ### A project has several ship-to locations Keep the requested line or stage relationships explicit and request clarification where the source does not assign them. ### The dealer forwards a revised attachment Compare it with the open case and accepted order rather than starting an unrelated new transaction. ## What to verify before expanding - Every proposed variant and converted quantity has traceable supporting evidence. - Different delivery stages retain their own requested scope. - A revised attachment is compared with the existing order or draft. - Unapproved quote differences remain visible and cannot become an accepted commitment silently. ## Connect this process to the rest of your operation [Explore Stacksync AI agents (Genies)](https://www.stacksync.com/ai-agents#genies-job-icp-building-products) and scope the records and actions against your actual systems. [Book a demo](https://www.stacksync.com/book-a-demo) with a real dealer request example and the exception your team handles most often, for example the order uses shorthand for a finish. - [AI dealer-order intake for building-products manufacturers](https://www.stacksync.com/use-case/building-products-ai-dealer-order-intake) - [Building-products AI order exceptions: dimensions, finishes and selling units](https://www.stacksync.com/blog/building-products-genie-dimension-finish-uom-exceptions) - [Building-products retailer EDI: validate packaging and order revisions before acceptance](https://www.stacksync.com/blog/building-products-edi-retailer-order-packaging-revisions) - [Building-products manufacturers: connect Salesforce dealer quotes to Acumatica orders](https://www.stacksync.com/blog/building-products-salesforce-acumatica-dealer-quote) - [EDI Integration for Ecommerce: Scale Without Chargebacks](https://www.stacksync.com/blog/edi-integration-ecommerce-brands) - [Build a Daily Shopify Delivery-Risk Report in Slack](https://www.stacksync.com/blog/build-a-daily-shopify-delivery-risk-report-in-slack) The shared architecture guide covers record matching, ownership, and recovery across systems. ## Technical references - [Salesforce: change data capture events](https://developer.salesforce.com/docs/platform/platform-events/guide/platform-events-objects-change-data-capture.html) - [Oracle NetSuite: using external IDs](https://docs.oracle.com/en/cloud/saas/netsuite/ns-online-help/section_156334828635.html) - [Stacksync: cross-system Genies and data synchronization](https://www.stacksync.com/) FAQ ## Frequently asked questions Can the Genie read a takeoff or drawing as an order? It can assist with document review, but the business must define which information constitutes an accepted order. A planning document or estimate is not automatically purchase authorization. What does a good first demo show? Use an order that changes a quoted finish and includes two delivery stages. Show how the draft surfaces those differences and who approves each one. How do you measure the dealer-order intake Genie? Compare time to a review-ready order, clarification cycles and corrections after entry. Include reviewer effort and keep unresolved drafts separate from accepted orders. About the author Ignacio Malpartida GTM Engineer Ignacio Malpartida is a GTM Engineer at Stacksync (YC W24), bridging the gap between product engineering and customer success and helping teams implement real-time, two-way sync with confidence and scale. [All posts by Ignacio Malpartida](https://www.stacksync.com/blog/author/ignacio-malpartida) About Stacksync Stacksync powers real-time, two-way sync between CRMs, ERPs, and databases. Engineers sync data at scale and automate workflows, not dirty API plumbing. Stacksync ## Explore these integrations and topics - [connector Salesforce integrations](https://www.stacksync.com/connectors/salesforce) - [connector NetSuite integrations](https://www.stacksync.com/connectors/netsuite) - [platform AI agent operations](https://www.stacksync.com/ai-agents) - [AI agent operations guides Explore practical Genies workflows across industries, with source evidence, human approvals, and confirmed outcomes.](https://www.stacksync.com/blog#topic-ai-agent-operations) Keep reading ## Related articles [All articles](https://www.stacksync.com/blog) [App tips Building-products AI order exceptions: dimensions, finishes and selling units 4 min read read](https://www.stacksync.com/blog/building-products-genie-dimension-finish-uom-exceptions) [App tips Building-products damage claims: connect shipment evidence, replacements and credit review 4 min read read](https://www.stacksync.com/blog/building-products-damage-shortage-claim-workflow) [App tips Building-products staged deliveries: coordinate project releases without losing the original order 4 min read read](https://www.stacksync.com/blog/building-products-staged-jobsite-delivery-workflow) ## You just read how it should work. 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