
by Bill Baumann | Jun 2, 2025 | ERP Blog, Software Expert Witness
ERP demos often present an idealized view that hides cost risks tied to licensing, configuration, and future scalability. Financial red flags typically show up in vague pricing models, understated implementation effort, and hidden integration costs. Executives can...
by Panorama Consulting Group | May 29, 2025 | ERP Blog, Software Selection
You might need to pause an ERP project to realign it with business goals, clarify scope, or address foundational breakdowns. Stalling an ERP project without strategic intent can disrupt critical business cycles and erode trust. Even intentional ERP project delays have...
by Panorama Consulting Group | May 28, 2025 | ERP Blog, Organizational Change Management
Silent ERP user resistance often goes unnoticed, yet it can quietly undermine adoption and long-term system value. Organizational change resistance doesn’t always look like open defiance—sometimes it’s disguised as disengagement. One of the most overlooked...
by Bill Baumann | May 26, 2025 | Artificial Intelligence, ERP Blog, Software Expert Witness
Generative AI tools often sound confident—even when their answers lack accuracy or context. Overconfident enterprise AI can mislead ERP selection, supply chain planning, and contract risk analysis. GenAI forecasting hallucinations and enterprise AI hallucinations...
by Panorama Consulting Group | May 22, 2025 | ERP Blog, Software Selection
A final ERP decision carries long-term operational and financial consequences that require careful validation. ERP due diligence often reveals misaligned assumptions, hidden costs, and overlooked user needs. The ERP procurement process benefits from structured...
by Panorama Consulting Group | May 21, 2025 | ERP Blog, Software Implementation
ERP systems play a central role in enabling an autonomous supply chain by supporting data accuracy, cross-functional alignment, and real-time decision execution. The success of supply chain planning often depends on how well ERP platforms integrate with AI-driven...