Data and Data Management

Efficient data management, encompassing the systematic collection, organization, and retrieval of data, is fundamental for enhancing productivity, efficiency, and informed decision-making. Regardless of their scale or industry, organizations benefit significantly from implementing a robust data management strategy and adopting a modern data management system. This ensures streamlined operations and optimized use of information, facilitating better decision-making processes. The integration of Enterprise Resource Planning (ERP) solutions further enhances the effectiveness of data management, providing organizations with comprehensive tools to manage and utilize data seamlessly across various facets of their operations.

ERP Strategy and Planning
Unit4 Expands Canadian Public Sector Reach Through Canoe Procurement Agreement
Unit4 has joined the Canoe Procurement Group of Canada as an Approved Supplier, giving public sector organizations a pre-tendered path to ERPx as the vendor expands government and higher education deployments.
Executive examining a glowing red dollar coin above a stack of tokens, symbolizing the hidden costs of enterprise data and the AI ROI question facing CIOs and CFOs in SAP environments.
Data and Data Management
The Business Case for AI-Ready Data: From Data Cost to AI Value
Poor data quality is stalling AI ROI across the enterprise. Data Migration International's JiVS IMP shows how retiring legacy SAP systems can cut IT costs by up to 80% while converting historical data into a governed, AI-ready asset.
Governance, Risk, and Compliance
The Two-Year Materiality Cycle Is Quietly Becoming a Liability
Two-year materiality cycles can leave companies working from outdated assumptions. Novisto’s Nick Sanscartier explains how connected, technology-enabled materiality workflows can make ESG assessments more continuous, traceable and audit-ready without replacing human judgment.
ERP Strategy and Planning
Therabody Cuts Technology Costs 45% With Oracle NetSuite ERP
Therabody cut technology costs 45% after consolidating global operations on Oracle NetSuite, while using OneWorld, Advanced Order Management and AI Connector Service to support international growth and AI-connected workflows.
Analytics and AI
How SNP Is Addressing the Manual Work Behind SAP Modernization
SNP is collaborating with a leading AI company to bring AI into one of the most labor-intensive areas of SAP transformation: test-data selection. The collaboration highlights a broader shift toward software-led delivery models that promise faster, more predictable, and more auditable ERP modernization projects.
M&A
Data and Data Management
SNP Advances AI for Unstructured Data in M&A with Kyano Oros
SNP is expanding its AI capabilities through Kyano Oros, helping organizations bring unstructured enterprise data into mergers, acquisitions, divestitures, and SAP transformation projects. The move highlights a growing challenge for M&A teams: understanding the risks, obligations, and opportunities hidden beyond structured ERP data.
MCP Platform
CRM and Customer Experience
Microsoft Brings Seven New Data Feeds into Dynamics 365 Sales for Agentic Selling
Microsoft is enhancing Dynamics 365 Sales by integrating seven data partners through the Model Context Protocol (MCP) to provide sales agents with enriched customer intelligence and insights directly within their workflows.
Systems Administration
Australia’s Home Affairs Starts the Clock on a 2030 SAP ECC6 Replacement
Australia's Department of Home Affairs is initiating a project to replace its SAP ECC6 enterprise resource planning system by December 2030, engaging consultancy Next Apex to assist in assessing its current systems and future needs amidst a broader movement towards modular ERP selection across public agencies.
Data and Data Management
Unit4 Data Hub Shows Why ERP Insight Depends on the Plumbing
Unit4 launched Data Hub, a managed extraction layer within ERPx that simplifies data integration with analytics tools like Power BI and Snowflake, reducing manual processes and enhancing real-time insights while ensuring data connections remain stable through platform updates.
AI property management ERP
Analytics and AI
Property ERP Shows Where Enterprise AI Gets Practical
Aareon's latest SAP S/4HANA-based strategy offers a practical example of where enterprise AI is becoming most credible: inside industry-specific workflows. By embedding AI into invoice processing, mail management, and operating-cost settlement, the company highlights both the promise of real estate AI and the continued importance of SAP migration, cloud strategy, and data quality.
Analytics and AI
SAP’s Cloud Backlog Bounced Back, but AI Pricing Stole the Earnings Call
SAP's latest quarter demonstrated strong cloud momentum, but the bigger story may be emerging around AI economics. As SAP expands Business AI, Joule, and autonomous agents, executives are signaling a future where ERP pricing could shift from licenses and subscriptions toward measurable business outcomes.
ERP transformation risks, implementation delays, governance issues, and recovery strategies during a program assessment
ERP Strategy and Planning
SAP Project Rescue Is Becoming a Warning Sign for ERP Modernization
The emergence of SAP project rescue services is becoming a market signal in its own right. As organizations accelerate SAP S/4HANA migrations, more consulting firms are formalizing turnaround practices designed to recover troubled ERP programs before delays, costs, and governance failures become permanent.
Manufacturing Systems and Automation
SAP’s Korea AI Tour Showed Why Manufacturing AI Starts with ERP Standardization
At the SAP NOW AI Tour Korea 2026, SAP showcased Joule's capabilities in root-cause analysis for profitability and procurement, emphasizing the significance of ERP standardization and data integration for effective AI-driven operations in manufacturing.
Accelerating cloud modernization with solutions
Cloud Platform and Technology
Why Microsoft Migrated a Billing Backbone to SAP S/4HANA Private Cloud
Microsoft successfully migrated its 70 TB SAP ECC billing system to SAP S/4HANA private cloud in just six months, minimizing downtime to 24 hours while enhancing integration, operational efficiency, and financial performance.
Supply Chain Management
Companies Are Racing to Cut Tariff Costs, but Their Trade Software May Be Creating New Risk
As tariff volatility reshapes supply chains and financial planning, many organizations are discovering a new challenge: the software supporting Foreign-Trade Zone operations may be creating compliance, audit, and financial risks. New research highlights why FTZ modernization is becoming an ERP and business architecture priority.
Analytics and AI
Can Agentic AI Work on the Pharma Plant Floor? Pharma AI Startup Katalyze Raises $10.5M to Find Out
Katalyze AI has secured $10.5 million in seed funding to enhance its agentic AI operating system designed for pharmaceutical manufacturing and life sciences, aiming to connect disparate data systems within the sector, thereby improving operational efficiency and compliance.
Supply Chain Management
Is AI’s Next Target the Supply Chain Control Layer? Auger Raises $50M to Test the Stack
Auger, a supply chain software startup founded by ex-Amazon executive Dave Clark, has raised $50 million in Series B funding to enhance its AI platform that unifies existing enterprise systems and aims to automate decision-making within supply chains.
ERPfixers CostMatrix SAP Cost Transparency Solution
Financial Management
ERP Finance Teams Need More Than Blended COGS to Explain Margin Pressure
ERPfixers is targeting a common finance blind spot in SAP ECC and SAP S/4HANA environments: the loss of cost-driver visibility once inventory becomes COGS. CostMatrix aims to restore that detail, helping controllers understand exactly what's behind changing margins.
Cloud Platform and Technology
Earnings Update: The ERP Work Behind Levi’s Q2 19% E-Commerce Surge
Levi Strauss & Co. reported an 8% year-over-year revenue increase in its fiscal Q2, driven by strong e-commerce and direct-to-consumer sales, while highlighting progress in its ERP transformation by migrating Asia and Beyond Yoga to its new platform, aiming for a unified cloud ERP system to enhance operational efficiency and support future automation.
SAP Enterprise Asset Management data transformation project at a Saudi utility consolidating asset and maintenance records
Systems Administration
Saudi Utility Consolidates SAP EAM Records, Putting Clean Asset Data Before Operational AI
A major Saudi utility transformed more than 150 million SAP records as part of a large-scale EAM modernization initiative, highlighting the growing importance of data harmonization in asset-intensive industries.
image of Workday office surrounded by blue skies | Compa
Analytics and AI
Workday Research Shows Why AI Alone Is Not Fixing Busywork
New Workday research shows that disconnected systems continue to consume employee time, while organizations embedding AI directly into core workflows are realizing significantly stronger productivity gains and higher user confidence.
Data and Data Management
SNP Transformation World 2026 – E.ON’s Record S/4HANA Migration of 550+ Companies with Martin Humberg
E.ON's Martin Humberg on the largest S/4HANA project in energy — harmonizing 550+ companies and cutting downtime to two six-hour windows.
Data and Data Management
From SNP Transformation World 2026 – Structify’s Alex Reichenbach on AI for Unstructured Data in M&A
Structify CEO Alex Reichenbach on the SNP joint venture using AI to unlock unstructured data in M&A and preserve divestiture value.
Data and Data Management
From SNP Transformation World 2026 – TotalEnergies on Decommissioning Legacy SAP Systems with Aurelien Nourry
TotalEnergies retired 17 legacy SAP systems and halved its data footprint. Aurelien Nourry explains the business case, risk, and AI payoff.
Data and Data Management
From SNP Transformation World 2026 – Sebastian Wernicke: Data-Inspired vs Data-Driven
Author Sebastian Wernicke explains why being data-inspired beats being data-driven, and why culture — not technology — is the real barrier to AI.
higher education
Cloud Platform and Technology
Higher Education’s Cloud ERP Shift Is Stuck on the Student System
Higher education’s cloud ERP transition is not stalled by lack of interest. It is slowed by the student system, where Workday’s cloud momentum and Oracle’s PeopleSoft runway create very different modernization paths.
Supply Chain Management
Infor Aligns Its Agentic ERP Strategy with ‘Enterprise Resource Execution’ Framework
Infor is aligning its agentic enterprise strategy with enterprise resource execution, or ERX, a Gartner-introduced framework for ERP’s next phase that emphasizes real-time sensing, decision-making, and execution through governed AI agents and industry-specific context.
SAP Business Data Cloud ERP data readiness - governed foundation for analytics and AI
Data and Data Management
SAP Business Data Cloud Turns ERP Data Readiness Into the Real Test
SAP Business Data Cloud promises a governed foundation for analytics and AI—but ERP data readiness, fragmented legacy architectures, and budget pressure mean most organizations aren't ready to capture that value. With 45% still evaluating BDC and only 3% achieving a unified data layer, partner execution and data context are now the deciding factors.
Real-time ERP data pipeline for enterprise AI agents - data lakehouse architecture
Cloud Platform and Technology
Real-Time ERP Data Becomes the Next Test for Production AI Agents
Enterprise AI agents are only as useful as the business context they can see. Real-time ERP data movement—governed, low-latency, and pipeline-native—is now the defining test for whether production AI delivers on its promise for finance, order management, and supply chain teams.
SAP transformation
ERP Strategy and Planning
The Friday-to-Monday Test for SAP Transformation: A Conversation with SNP’s CTO
Successful SAP transformation hinges not just on technical milestones like migration and cutover, but on ensuring business continuity by enabling enterprises to maintain essential operations across both SAP and non-SAP systems post-migration.
Follow us on LinkedIn for the latest updates