
by Panorama Consulting Group | Feb 4, 2026 | ERP Blog, Software Implementation
Key Takeaways Detecting supply chain risk earlier requires predictive analytics tools that surface leading indicators before disruptions materialize in cost, service, or revenue performance. High-impact supply chain predictive analytics use cases include supplier risk...
by Bill Baumann | Feb 2, 2026 | ERP Blog, Software Expert Witness
Key Takeaways Mohawk’s OMS implementation failure demonstrates how risk often emerges first in order-to-cash and customer-facing operations. Order management systems depend on mature ERP data, supply chain workflows, and cross-functional governance to operate...
by Panorama Consulting Group | Jan 30, 2026 | Artificial Intelligence, ERP Blog
Key Takeaways AI in professional services is used to enhance planning, delivery oversight, and financial forecasting within ERP and PSA environments. AI adoption in professional services can strengthen utilization visibility, margin control, and decision-making...
by Panorama Consulting Group | Jan 28, 2026 | ERP Blog, Organizational Change Management
Key Takeaways Successfully holding users accountable for ERP data requires a focus on user behavior, role clarity, and leadership reinforcement. Efforts to get users to follow ERP data standards succeed when data accuracy is treated as part of job performance rather...
by Bill Baumann | Jan 26, 2026 | ERP Blog, Software Expert Witness
Key Takeaways In 2023, Clorox experienced major inventory disruption following an ERP rollout, impacting operations and earnings. The root cause was a misalignment between ERP assumptions and real-world supply chain complexity. Similar issues often stem from...
by Panorama Consulting Group | Jan 22, 2026 | ERP Blog, Software Selection
Executives often ask the same question when discussing heavily-customized legacy ERP systems: “Is changing vendors harder than upgrading?” While changing ERP vendors can be difficult, it’s often easier than the alternatives. This post explores why organizations...