Quatt, a market leader in smart heat pumps, relies heavily on its Installer Channel (IC) to scale operations. To manage this complex ecosystem, Quatt deploys an AI assistant named "Wall-e" to orchestrate workflows across HubSpot, Introw, distributors, Snowflake, and Slack.
"We treat the MCP like a read replica of the database. Every single Installer Channel workflow opens with an MCP read. Thatās how load-bearing it has been for us."
At the absolute center of this orchestration layer sits the Introw MCP.
Over a three-month production period, Quatt treated the Introw MCP as a load-bearing "read replica" of their ecosystem, pulling real-time, structured data to open and process every single installer order.
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The Architecture: High-Volume Workflows
The Introw MCP serves as the starting gate for six core operational workflows at Quatt:
Standard IC Deal Processing: The highest-volume engine, managing day-to-day installer orders.
Deal Processing: Managing dedicated SKU mapping for specific enterprise partners.
Bulk / "Meerdere" Multi-Unit Orders: Splitting massive multi-unit orders into $N$ separate, clean deals.
Extra Materials Orders: Capturing secondary form notes (e.g., extra brackets, cables, or conduits) and mirroring them between the distributor and HubSpot.
Just-in-Time Partner Onboarding: Automatically onboarding installers into the partner portal on the exact day of their training.
Product & Pricing Refreshes: Running a comprehensive sync every 2.5 weeks to keep product references pristine.
The MCP Toolkit: What Solves the Problem?
Quattās AI assistant heavily leverages a core suite of Introw MCP tools to automate complex cross-organizational reads without the need for manual scraping.
Tool Name | Operational Impact |
| The universal first step; initiates every single deal-processing run. |
| The "secret weapon" that extracts full engagement feeds in a single call, cleanly identifying secondary equipment needs. |
| Handles clean, structured data intake for incoming orders. |
| Instantly looks up partner tiers to gate pricing and handle company association on the fly. |
| Utilized for seamless bulk submissions and high-volume partner batches. |
Real-World Results & Production Impact
During the 3-month tracking window, the Introw MCP proved its scalability and reliability through several key milestones:
Massive Bulk Automation: Successfully processed a 10-deal stock order batch for a major partnerāall accepted and converted to HubSpot deals flawlessly.
Granular Data Accuracy: Flawlessly synced a single, complex "Chill" add-on order containing 4 distinct line items without data loss.
Instant Cross-Org Intelligence: Cross-referenced 434 Introw partner records against 147 external prospects, flagging 4 critical overlaps in a matter of seconds.