
by Bill Baumann | Mar 16, 2026 | ERP Blog, Software Expert Witness
Key Takeaways Supply chain software disputes often stem from misaligned expectations between vendor and the operational realities of manufacturing and logistics environments. SCM vendor lawsuits frequently reveal deeper project issues, including weak...
by Panorama Consulting Group | Mar 13, 2026 | Artificial Intelligence, ERP Blog, Featured
Key Takeaways Machine learning in supply chain management analyzes operational data, supplier performance patterns, and external risk signals to predict supply chain disruptions. Many organizations use machine learning in supply chain management to strengthen supplier...
by Panorama Consulting Group | Mar 11, 2026 | ERP Blog, Organizational Change Management
Key Takeaways CRM user adoption succeeds when the platform becomes the primary system for managing customer interactions and pipeline visibility across sales, marketing, and service teams. To increase CRM usage, many organizations encourage leadership to rely on CRM...
by Bill Baumann | Mar 9, 2026 | ERP Blog, Software Expert Witness
Key Takeaways MDM implementation challenges often stem from governance gaps and unclear data ownership rather than limitations in technology itself. Inconsistent master data frequently emerges when different departments define customers, products, or vendors...
by Panorama Consulting Group | Mar 6, 2026 | ERP Blog, Software Selection
Key Takeaways ERP consultants guide organizations through ERP software selection, implementation, and long-term optimization to ensure enterprise systems align with business strategy and operational needs. The roles of an ERP consultant typically include vendor...
by Panorama Consulting Group | Mar 5, 2026 | ERP Blog, Software Selection
Key Takeaways Business technology trends for 2026 center on enterprise-scale AI, hybrid cloud architectures, and modular platforms that enable organizations to integrate data, automate workflows, and scale operations. Enterprise AI systems embedded in ERP and...