Make Dynamics ERP data usable for Claude, ChatGPT, Copilot, and other AI tools.
Dynamics 365 MCP is an important category because Microsoft is moving ERP and AI closer together. Marquis IQ helps manufacturers make the data layer trustworthy: normalized, mastered, cross-entity, and ready for both analytics and AI access.
Dynamics MCP still depends on clean ERP context.
Even when an ERP platform exposes AI-friendly capabilities, the business value depends on the quality and governance of the data model underneath. Finance, operations, sales, and procurement need shared definitions before AI can answer reliably.
Dynamics variants
Business Central, Finance & Operations, GP, NAV, and AX histories create different data structures and migration realities.
Manufacturing semantics
AI needs governed definitions for orders, shipments, margin, inventory, customers, suppliers, and items, filtered to the rows and attributes each user can access.
Portfolio consolidation
Dynamics often sits beside other ERP systems. Marquis IQ normalizes the portfolio before AI queries it.
How Marquis IQ fits.
Marquis IQ connects to Microsoft Dynamics ERP data, resolves master data, builds analytics-ready models, and gives MCP-compatible AI tools governed access to the same trusted layer used for dashboards and Excel. Administrators manage dataset, attribute, and row access in Marquis IQ, and MCP interactions are stored for transparency and compliance.