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Expert Perspectives

Thought leadership on AI adoption, cloud strategy, and enterprise digital transformation.

·Paul Lewis·From Paul's blog

EPM August 2026 Updates

Oracle’s August 2026 EPM update introduces modernized Redwood interfaces for Alias Tables and Variables pages, new REST APIs for on-demand diagnostics and agentic AI Insights, plus improvements such as data integration job queuing, support for FreeForm tasks in Task Manager, and scrollable dashboards. There are also important changes to agent authentication, Smart View extensions, and precision settings for PCM. Organizations should note that EPM Automate clients earlier than version 26.09 will become unsupported with the December update, making it essential to plan timely upgrades.

EPMEPM FormsEPM Reporting
·Robert Gideon·From Robert's blog

EDM AI Change Assistant Part 3: Return of the Admin

Robert Gideon emphasizes that while the EDM AI Change Assistant streamlines tasks like searching nodes and building requests, human oversight and rigorous governance have become even more important. Administrators must remain accountable for changes, ensuring business logic and validations are enforced so that AI does not inadvertently introduce errors. The AI Change Assistant is a valuable tool, but maintaining data integrity requires a strong human-in-the-loop approach to review and manage organizational change responsibly.

AIEDMCloud
·Robert Gideon·From Robert's blog

EDM AI Change Assistant Part 2: HAL Strikes Back

Robert Gideon demonstrates practical ways the EDM AI Change Assistant streamlines tasks for administrators managing Oracle EDM, while emphasizing the importance of clear prompts, session context, and data governance. The assistant enables users to query nodes and add request items efficiently, but relies on the administrator to initiate requests, interpret responses, and ensure actions align with organizational policies. To make the most of these generative AI features, administrators need to be accountable for reviewing the outcomes and understand where the assistant’s capabilities begin and end.

AIEDMCloud
·Robert Gideon·From Robert's blog

The EDM AI Change Assistant: What It Is and Why It Matters

Robert Gideon introduces the EDM Change Management Assistant, a generative AI-powered chat feature accessible via the "Ask Oracle" button that allows administrators to interact with EDM using natural language instead of relying on complex navigation. The assistant (nicknamed HAL) makes EDM more approachable for less technical users by handling tasks like querying nodes, generating requests, and bulk updates within existing user permissions, though a human must still review and submit changes. While not fully autonomous, it represents a significant improvement in user experience and accessibility for business admins working with EDM.

AIEDM
·Paul Lewis·From Paul's blog

Shared Connection (kind of) for HsGetValue Formulas

Paul Lewis explains that while it is not possible to use a shared XML connection file with HsGetValue formulas in Oracle Smart View, there is a practical workaround: using the URLFN connection string. By inserting the URLFN string (which includes the environment URL, server, application, and database) into a single cell, users can avoid creating machine-specific private connections, making workbooks easy to share and refresh across teams. However, he advises caution with extensive HsGetValue use due to potential performance drawbacks in large spreadsheets.

EPMSmart ViewPlanning
·Paul Lewis·From Paul's blog

EPM July 2026 Updates

Oracle EPM’s July 2026 updates introduce several noteworthy enhancements outside of Planning, including expanded support for multi-value runtime parameters in Simulate Concurrent Usage, improved IPM Insights with new variance detection and the ability to view insights directly from forms and dashboards, and the launch of natural language queries through the Reporting Agent. Administrators should also note a key change: trailing Unicode whitespace in member and alias names is now automatically trimmed during metadata validation, aligning EPM Cloud with Essbase and reducing data synchronization issues. Most customers are unlikely to experience problems, but reviewing member and alias names for uniqueness after trimming is recommended.

EPMPlanning
·Paul Lewis·From Paul's blog

Clarifications for Advanced Predictions

Paul Lewis reflects on his recent presentations at Ascend26 and Kscope26, offering important clarifications on Oracle EPM’s Advanced Predictions functionality. He explains that the ETF algorithm has been removed from Oracle’s selection list and, more critically, that AutoMLx does not select multivariate algorithms like Light GBM or XGBoost unless specifically chosen, contrary to what he previously stated. Lewis underscores the importance of validating documentation with hands-on analysis and engaging with the EPM community for accurate insights.

EPMPlanning
·Paul Lewis·From Paul's blog

Can I Have Duplicate Member Names in EPM?

Duplicate member names in Oracle EPM applications are technically allowed only across different dimensions, not within the same one, due to how Essbase structures metadata. However, using the same member name in multiple dimensions is not recommended, as it can introduce confusion in business rules, data integrations, and reporting. To ensure clarity and maintain best practices, always use unique member names and aliases within your EPM environment.

EPMPlanning
·Paul Lewis·From Paul's blog

EPM June 2026 Updates

Oracle’s June 2026 EPM updates deliver several notable enhancements, including a direct integration to Oracle Autonomous Database for streamlined data extraction and support for Gen AI narrative summaries and advanced comparison features now available in EPM Reports. Key improvements also cover user access management, flexible automation with cross-application data map scheduling, expanded regression options in Advanced Predictions, and important updates affecting Predictive Planning in Smart View and EPM Automate’s Java support. These changes will strengthen integration, analysis, and automation capabilities for EPM customers, making processes more efficient and secure.

EPMData IntegrationAI
·Paul Lewis·From Paul's blog

EPM May 2026 Updates

Oracle EPM’s May 2026 updates introduce a robust Environment Backup feature that operates at the physical level and includes all artifacts and data, offering improved restoration and cloning capabilities via EPM Automate and REST API. Key enhancements include expanded Generative AI availability across additional regions, support for migrating Essbase load rules to cloud applications, new pipeline controls, and updated Smart View extensions. Consultants should take note of the Workforce rules deprecation timeline and ensure Action menus are updated to the new 2.0 standards before December 2026 to avoid disruption.

EPMEPM ReportingAI
·Robert Gideon·From Robert's blog

Testing out EDM’s GenAI Feature

Oracle's new generative AI assistant for EDM streamlines the process of setting up custom applications by automating the identification and creation of property names and data types using sample files. This feature significantly reduces manual effort when onboarding new data domains, though users should still plan for refinement cycles and uphold strong naming standards. While the assistant accelerates configuration, a human touch is essential to ensure correctness and optimize results.

CloudEDM
·Robert Gideon·From Robert's blog

Oracle EDM team drops a massive amount of updates for the 26.04 release

Oracle has delivered a significant wave of enhancements to EDM with the 26.04 release, including a generative AI assistant for faster property creation, optional organizational chart visualization for hierarchy viewpoints, and seamless integration with Microsoft Azure Blob Storage. These new features streamline both the build and integration processes, reducing manual work and offering better data management options for financial and non-financial domains. With added support for OAuth2 authentication, enhanced FCC validations, and address verification, Oracle continues to address customer needs while keeping EDM at the forefront of enterprise data management.

EDM
·Paul Lewis·From Paul's blog

EPM April 2026 Updates

Oracle EPM’s April 2026 updates bring meaningful new features across infrastructure, automation, AI integration (including Fusion AI Agents), and user flexibility. Key changes include improved environment migration without disrupting URLs, Gen AI in all OC1 regions, an updated EPM Automate install flow, new REST APIs for agentic AI, enhanced audit reporting, and stricter Groovy validation coming in May. Organizations should review integration scripts soon and explore expanded automation and data customization options to take full advantage of these enhancements.

EPMAINarrative Reporting
·2 min read·Paul Lewis

Why AI Maturity Matters: Moving Beyond the Hype

Most organizations are investing in AI, but few have a clear picture of where they stand. Here's why measuring AI maturity is the critical first step toward meaningful adoption.

AIStrategyDigital Transformation
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·Paul Lewis·From Paul's blog

EPM Updates Delayed Until April 2026

Oracle has postponed EPM updates until April 2026 to address issues discovered in the 25.11 release, particularly around calculation accuracy and system performance following the Essbase 21c upgrade. While some modules (Narrative Reporting, Account Reconciliation, and Enterprise Data Management) are unaffected, clients using Consolidations, Planning, PCM, or Tax should carefully assess their own environments. We advise reviewing your systems and, if stable, requesting Oracle to align your production version with your test environment to maintain consistency during the extended update pause.

EPMEssbasePlanning
·Paul Lewis·From Paul's blog

EPM in 2026: What I Think is Coming

Paul Lewis predicts that 2026 will bring significant advancements to Oracle EPM, with AI taking center stage across Advanced Predictions, IPM Insights, and Narrative Reporting, although some marketing claims may outpace actual functionality. The Planning Agent will transform user interaction by enabling natural language queries and providing deeper guided analysis, while upcoming features like improved diagnostics in PCM and enhanced Predictive Cash Forecasting will further empower finance teams. More integrated workflows and better data connectivity across planning, insights, and reporting will result in a more cohesive EPM experience, and organizations that do not adopt AI will risk falling behind.

EPMAIIPM
·2 min read·Moe Gohary

Listen, Understand, Deliver: How Donyati's Method Drives Real Results

Great consulting starts with listening. Donyati's three-phase method ensures every engagement is grounded in deep understanding before a single recommendation is made.

MethodologyConsultingEnterprise
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·2 min read·Robert Gideon

Enterprise Cloud Migration in 2026: What's Changed

Cloud migration is no longer a greenfield exercise. In 2026, the real challenge is optimizing multi-cloud estates, managing costs, and integrating AI workloads into existing infrastructure.

CloudMigrationInfrastructureStrategy
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