Every year, Panorama analyzes industry trends to understand organizations’ selection and implementation practices when it comes to enterprise software.
Every year, Panorama analyzes industry trends to understand organizations’ selection and implementation practices when it comes to enterprise software.
This independent report highlights the ERP vendors that Panorama has found to be highly functional for states, municipalities, nonprofits, and other public sector entities.
Every year, Panorama analyzes industry trends to understand organizations’ selection and implementation practices when it comes to enterprise software.
Our list of top 10 ERP software highlights the vendors our ERP experts have found to be innovative and strong in functionality. This is an overview of those ERP systems.
Every year, Panorama analyzes industry trends to understand organizations’ selection and implementation practices when it comes to enterprise software.
Every year, Panorama analyzes industry trends to understand organizations’ selection and implementation practices when it comes to enterprise software.
This independent report highlights the ERP vendors that Panorama has found to be highly functional for states, municipalities, nonprofits, and other public sector entities.
Every year, Panorama analyzes industry trends to understand organizations’ selection and implementation practices when it comes to enterprise software.
Our list of top 10 ERP software highlights the vendors our ERP experts have found to be innovative and strong in functionality. This is an overview of those ERP systems.
Key Takeaways An ERP replacement assessment helps organizations determine whether a full system replacement is necessary or if targeted improvements could deliver similar value. ERP assessment best practices include engaging cross-functional stakeholders, ensuring...
Key Takeaways ERP user role definitions influence how people interact with business processes, data, and compliance controls across the enterprise. Deciding who owns role definitions in ERP software requires collaboration between IT, HR, and business units. HR data...
Key Takeaways: ERP systems often fail to deliver true procurement visibility due to scattered supplier data and inconsistent spend classification. Indirect purchases are frequently hidden outside ERP processes, creating blind spots that block cost control and...
Key Takeaways An AI readiness assessment helps organizations align leadership, data, infrastructure, and culture before launching AI initiatives. Common signs of poor AI readiness include fragmented data, outdated systems, skill gaps, and lack of strategic alignment....
Choosing the right ERP system can increase business efficiency and enable scalability. However, organizations evaluating ERP software have hundreds of systems to choose from, making the ERP comparison process daunting. Where do you even start? Our 2026 Top 10 ERP...
Key Takeaways: Inventory dashboard challenges often result from misalignment between system design and real-world processes, causing dashboards to reflect outdated or incomplete operational data. The most common reasons why inventory reporting fails include delayed...
Key Takeaways A homegrown ERP system often begins as a competitive advantage but eventually reveals limitations as business needs outpace its capabilities. Common homegrown ERP challenges include technical debt, knowledge silos, and difficulty scaling to support new...
Key Takeaways Technology challenges in business expansion often emerge when legacy ERP systems are stretched to support new geographies, products, or business models. ERP challenges in global expansion typically involve localization gaps, compliance failures, and...
Key Takeaways: MRP failures often stem from misaligned logic, poor data governance, and outdated business rules—not from software limitations. Many organizations treat MRP as plug-and-play, leading to excess inventory, missed shipments, and manual workarounds. CFOs...
Key Takeaways GenAI in CRM systems is reshaping how sales, marketing, and service teams interact with customer data and automate daily workflows. AI-powered CRM automation offers real productivity gains but often exposes gaps in data quality, governance, and...
Key Takeaways ERP flexibility issues often arise when organizations underestimate the internal alignment and governance required to manage configurable systems. An effective ERP flexibility strategy distinguishes between configuration, customization, and...
Key Takeaways: ERP negotiation mistakes often lead to long-term costs that exceed initial budgets. Vague contract language around licensing, support, and change management can inflate total cost of ownership. AI capabilities in ERP systems may require separate...
Key Takeaways ERP scalability challenges frequently emerge in multi-entity environments where inconsistent data models, duplicated records, or limited visibility hinder expansion. Cloud scalability issues often stem from poor initial setup, not from...
Key Takeaways Unused ERP modules are a source of hidden value as many organizations deploy only core financials while advanced capabilities remain dormant. ERP optimization examples across industries show that activating modules for procurement, reporting, and...
ERP project failures are rarely caused by software alone. Most collapse under the weight of organizational misalignment, underdeveloped governance, and overconfidence in timelines and vendor promises. While the case studies below span three decades, their strategic...
Key Takeaways ERP failures often stem from misaligned people, processes, and data—not the software itself. Internal teams can lead recovery when challenges are operational, alignment is intact, and complexity is limited. External consultants are essential when trust...
Key Takeaways AI vendor selection criteria provide a framework for comparing AI platforms, such as large language model providers, generative AI systems, and machine learning frameworks. AI vendor selection criteria emphasize transparency of training data, governance...
Key Takeaways Knowledge management and organizational culture play a critical role in digital transformation success. Creating a knowledge-sharing culture reduces reliance on individual experts and improves ERP adoption across teams. Organizations that avoid knowledge...
Key Takeaways: Supply chain optimization fails when leadership assumes that better data automatically leads to better decisions. The most costly supply chain optimization mistakes stem from misaligned KPIs and lack of accountability. Supply chain automation requires...
Key Takeaways Edge ERP refers to ERP functionality deployed closer to where business activity occurs, such as factory floors, warehouses, or remote field locations. The benefits of edge ERP include faster decision-making, greater operational resilience, and improved...
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