MCP + Headless 360: What Agentic Architecture inManufacturing Actually Looks Like Under the Hood

Agentforce Architecture Every manufacturer building an Agentforce channel for dealers eventually hits the same wall: the second channel. The first agent say, on a DMS portal works fine, because it’s the only thing calling your order logic. The real architectural test comes when a second surface, like WhatsApp, needs to place and cancel the same […]

Sales Agreements Before Agentic Forecasting: Why Most Manufacturers Are Automating the Wrong Layer

Everyone’s excited about agentic forecasting in Manufacturing Cloud. Almost no one’s asking whether the Sales Agreement data feeding it can actually be trusted. That’s not a knock on manufacturers. It’s a structural reality. Sales Agreements sit at the intersection of sales, operations, and legal, capturing time-phased volumes and commitments. That’s inherently collaborative work, and collaborative […]