This is not a general news feed. Each briefing helps manufacturers interpret market signals, vendor claims, data risks, cloud pressure, and AI patterns through the lens of the operating stack.
Briefings are selected for their relevance to ERP ownership, cloud control, governed data, integration decisions, and practical AI in manufacturing environments.
A January 2026 survey by Redwood Software found that while nearly every manufacturer is experimenting with AI and automation, only 20% are operationally prepared to scale it. This article examines the execution gap revealed by that data — why moving from pilot to production is proving so difficult, what integration…
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Drawing on McKinsey's December 2025 COO100 Survey and the March 2026 NVIDIA-ABB physical AI announcement, this article examines why manufacturers with serious AI budgets are still struggling to move from proof-of-concept to sustained operational deployment. It covers the specific workloads seeing the most traction…
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As agentic AI moves from pilot to production across manufacturing and supply chain operations, a technical fault line is widening between physics-based AI systems and LLM-prompt systems. This article explains the practical difference, what it means for production risk, and how manufacturers should evaluate vendor…
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Intuit's May 2026 announcement of new features for its Enterprise Suite platform positions the product as an ERP replacement for mid-market businesses managing multiple entities, locations, or projects. This article examines what that claim means for manufacturers specifically — where accounting-first platforms can leg
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Mid-market food and beverage manufacturers are adopting centralized product information management (PIM) systems to replace manual inspection logs and fragmented production records. Combined with AI-powered inspection, these platforms enable real-time traceability across production lines, reduce audit failures, and support…
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Contract manufacturing visibility breaks when purchase orders, production status, inventory, quality holds, and shipment commitments are not connected.
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Manual order entry is not just clerical work. It is a source of order errors, margin leakage, inventory confusion, and slow customer response.
Read briefingIf a signal points to risk in the ERP, cloud, data, integration, or AI layer, move from reading to a scoped assessment or Launchpad roadmap.
