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.

SAP transformation
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.
SAP Business Data Cloud
SAP Business Data Cloud Raises the Stakes for ERP Data Readiness
SAP Business Data Cloud positions itself as the governed foundation for AI-driven analytics. But adoption is still early, data fragmentation remains the norm, and only 3% of organizations have achieved a unified data layer. This article examines what ERP teams need to address before BDC can scale: semantic preservation, BW migration maturity, partner capability, and governance frameworks for agentic AI.
Global tax management architecture connecting ERP data, e-invoicing, tax engines, analytics, and compliance governance.
SAPinsider’s New Global Tax Report Shows Why ERP Data Is at the Center of Compliance
SAPinsider’s 2026 Global Tax Management benchmark shows that tax compliance is becoming an ERP data problem, with AI, e-invoicing, regulatory change, and fragmented systems forcing tax, finance, and IT leaders to rebuild the foundation.
ERP AI readiness gap after S/4HANA migration - digital brain with question mark on enterprise data dashboard
ERP AI Readiness FAQ: Why SAP S/4HANA Migration Alone Will Not Get You There
Most ERP teams treat S/4HANA go-live as the finish line for transformation—but it is only the starting line for AI readiness. This FAQ explores why migration alone is not enough, what data and cloud foundations are missing, and how ERP leaders can build the architecture required to move AI from pilot to production.
INPEX energy transformation SAP Cloud ERP Private modernization for energy transition
INPEX Rebuilds Its SAP Core for a More Volatile Energy Market
Japanese energy company INPEX has gone live on SAP Cloud ERP Private, replacing its 2008-era IBOS system as part of INPEX Vision 2035—a strategy to build a more agile, data-driven management foundation capable of supporting energy transition into hydrogen, ammonia, carbon capture, and renewables. Partnering with ABeam Consulting and using a fit-to-standard SAP approach, INPEX is laying the groundwork for AI-driven operational efficiency across its global operations.
Finance automation and treasury management
Perplexity Tests the Real Finance AI Question: Can the Agent Show Its Work?
Perplexity has introduced a finance-specific AI agent designed to provide trusted data integration, robust audit trails, and prebuilt workflows for corporate finance teams, emphasizing the importance of traceability for meeting audit and reporting requirements.
Customer Journey to ERP
SAP Is Pushing Autonomous CX Expansion with Parloa, Google Cloud, AWS Partnerships
SAP's June 15 partner brief urges its ecosystem to expedite the rollout of Autonomous CX, integrating various SAP platforms and enhanced through new partnerships with tech giants, aiming to streamline customer experience workflows and drive industry-specific solutions.
SAP Mumbai data center
SAP Opens Mumbai Data Center to Expand Business Network Federation
SAP has opened a new data center in Mumbai to enhance its Business Network data federation capabilities in India, ensuring local data residency compliance while facilitating global trade connections for Indian buyers and suppliers.
The Next Enterprise AI Wave Will Reach Beyond Agents, Says SAP Labs US Managing Director
At SAP Sapphire, Global Head of Research & Innovation Yaad Oren discussed SAP's forward-looking exploration of emerging technologies like AI, data, user experience, robotics, quantum computing, and cloud architecture, urging customers to embrace current AI capabilities while also preparing for future innovations.
SAP Executive Interviews
SAP Sapphire Interviews: SAP Executives Say AI Is Pushing ERP Back to the Center of Business Strategy
At SAP Sapphire 2026, Maura Hameroff and David Vallejo emphasized that AI is transforming ERP systems into strategic business frameworks that enhance enterprise decision-making by integrating industry knowledge and addressing fragmented data, thereby enabling companies to efficiently navigate modern challenges in supply chain management and overall business operations.
Deutsche Telekom German Sovereign AI Contract
SAP and Deutsche Telekom Put Sovereign AI at the Center of German Public Administration
Germany is implementing a public-sector AI strategy through a new SAP and Deutsche Telekom platform designed to deliver secure AI services and infrastructure for federal, state, and municipal administration, marking a significant shift towards shared digital infrastructure and sovereignty in AI governance.
SAP Sapphire customer keynote
SAP Sapphire Customer Keynote Shows AI Value Depends on Readiness, Data, and Standardization
At SAP Sapphire 2026, the customer keynote made a definitive case: AI value in the enterprise depends on readiness, data standardization, and clean core ERP foundations—not experimentation. Through transformation stories from Lockheed Martin, ExxonMobil, Levi Strauss, and Aeropuertos Argentina, SAP reinforced that organizations succeeding with AI have built the operational and data infrastructure to support it on SAP S/4HANA and BTP.
SAP Sapphire 2026 Keynote
‘Will SAP Be a Software Company in the Future?’ Sapphire 2026 Keynote Maps SAP’s New ERP Stack
At SAP Sapphire 2026, CEO Christian Klein declared that SAP is becoming a business AI company, introducing the Autonomous Suite, Joule Studio 2.0, a company memory layer, and centralized agent governance as the pillars of SAP's reimagined ERP stack.
SAP earnings results showing cloud revenue growth, current cloud backlog, and Business AI strategy
SAP Q1 Earnings Shows Cloud Strength, but Can the AI and Backlog Momentum Hold?
SAP delivered a Q1 earnings beat, but the more important story was beneath the headline numbers. The company showed strong cloud growth and expanding backlog, while also signaling likely deceleration ahead and a gradual shift toward Business AI as a consumption-based revenue model.
SAP CX enterprise growth strategy
Q&A: SAP’s Balaji Balasubramanian on Turning Customer Experience into an Enterprise Growth Engine
SAP Customer Experience (SAP CX) is evolving from a front-office focus to an enterprise growth strategy that emphasizes connected data, efficient execution, and the integration of AI to create seamless customer experiences.
The Power BI Crash That Sparked a Data Revolution at Dodge Industrial
Dodge Industrial underwent a radical data transformation, shifting from a fragmented legacy system to a unified architecture using SAP Datasphere and S/4HANA, enabling agile governance and reliable data access for users.
SAP procurement automation
SAP’s Reltio Deal Puts Data Quality at the Heart of ERP AI
Discover what SAP's acquisition of Reltio means for the ERP landscape. Learn why unified master data is now the critical foundation for enterprise AI success.
SAP Engagement Index UK
SAP Engagement Index UK Report Reveals CX Failures Rooted in Data and ERP Integration Gaps
SAP’s latest Engagement Index reveals a growing gap between how businesses perceive customer experience and what consumers actually encounter. Fragmented data, weak AI execution, and siloed systems are driving dissatisfaction and brand abandonment. The findings highlight a shift in CX ownership toward enterprise data and architecture.
enterprise data architecture sapinsider las vegas
SAPinsider Las Vegas: Why Enterprise Data Architecture Must Change for the AI Era
At SAPinsider Las Vegas, Gaurish Dessai explored how enterprise data architecture must evolve for the AI era, shifting focus from reporting to decision-making and from centralized data to connected data products.
SAP Positions Itself as the Digital Backbone of New York Fashion Week
SAP is evolving its role at New York Fashion Week from event sponsor to infrastructure provider, collaborating with N4XT Experiences to create a connected, data-driven platform that enables real-time integration of enterprise systems and analytics for designers.
Digital Lounge @ Davos with DMI
Beyond the Hype: 3 Structural Shifts Every SAP Leader Must Make In 2026
At this year's Digital Lounge @ Davos, over 200 leaders acknowledged the industry's shift from the allure of AI capabilities to focusing on data sovereignty, accountability, and governance as critical components for ensuring responsible AI implementation, underscoring the importance of addressing legacy data management and integrating AI within a broader risk landscape.
DMI and Data Migration
New Year, New Core: Why 2026 Is the Year to Finally Let Go of SAP Legacy Data
As SAP organizations approach 2026, the imperative to eliminate legacy data and systems is heightened by the need for a Clean Core strategy. The JiVS Information Management Platform offers a solution to effectively decouple historical data and streamline data migration to SAP S/4HANA.
The letters E, S, and G.
SAP Sustainability Control Tower: New Analytics Tab Enhances Reporting
SAP has enhanced the Sustainability Control Tower with an Analytics tab in the Analyze ESG Data app, allowing detailed, customizable views of ESG metrics, facilitating compliance with EU sustainability regulations, and enabling teams to manage reporting data efficiently.
SAP
RISE with SAP: Cloud ERP Adoption Accelerates Ahead of 2027 Deadline—SAPinsider Benchmark Report
SAPinsider’s RISE with SAP 2025 benchmark shows cloud ERP adoption accelerating as the 2027 end-of-maintenance deadline approaches. New data reveals how generative AI, security readiness, and organizational size are shaping SAP S/4HANA Cloud Private migration decisions.
Shedding Data Baggage for a Leaner SAP Cloud
Migrating to SAP Cloud ERP Private promises streamlined processes and agility, but organizations must first conduct a thorough assessment of their data to avoid complicating the transition with unnecessary legacy information, which can drive up costs and hinder performance.
Creating Supply Chain Value Through Analytics and AI
AI and analytics are transforming supply chain management by automating repetitive tasks, redefining planner roles into strategic storytellers, and providing decision intelligence to navigate disruptions.
SAP, Oracle Lead the Charge as AI-Driven Performance Management Market Targets USD 6.33B by 2030
The employee performance management market is expected to grow from $3.52 billion in 2025 to $6.33 billion by 2030, driven by a shift towards continuous, analytics-enabled performance cycles embraced by major firms like Adobe and Microsoft, with AI-centric platforms at the core, as organizations increasingly link performance to skills-based talent strategies and digital transformation efforts.
SAP S/4HANA Projects and DMI
The Gift No CIO Asks For (But Always Gets): Why SAP S/4HANA Projects Keep Inheriting the Past
CIOs face the challenge of managing legacy systems and historical ERP data, which often drains resources and complicates migration to SAP S/4HANA, but organizations can overcome this by decoupling data from applications using platforms like JiVS.
SAP, Microsoft Tighten Their Data Fabric to Boost AI Value for the Enterprise
SAP and Microsoft are enhancing their partnership with SAP Business Data Cloud Connect for Microsoft Fabric to enable bi-directional data sharing without replication, facilitating immediate access to SAP data for analytics and AI within a unified platform that supports cross-cloud interoperability and improved user experience.
Decommissioning SAP Legacy Systems
Decommissioning SAP Legacy Systems: Turning Technical Debt into Strategic Value
To mitigate the significant costs and risks associated with maintaining legacy ERP systems, organizations should adopt a structured decommissioning strategy that focuses on total cost of ownership reduction and compliance risk mitigation through a phased approach involving data analysis, extraction, and secure archiving.