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.

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.
SAP Business Data Cloud
Cloud Platform and Technology
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.
Supply Chain Management
DeepFabric Takes Aim at the Manual Work Still Slowing Supply Chains
DeepFabric has launched its AI agent platform aimed at automating manual coordination tasks in supply chain operations, offering over 50 specialized agents that improve efficiency and reduce costs for enterprise clients, while emphasizing the importance of human oversight in the process.
M&A
Enterprise Architecture
Priority Acquires Obol to Bring Cash Visibility Inside Cloud ERP
Priority Software acquired Obol, an AI-powered cash-flow management company, to enhance its cloud ERP platform with real-time cash forecasting and liquidity optimization, enabling customers to make better financial decisions using integrated tools.
Tax Compliance
Azentio Builds UAE E-Invoicing Compliance into ERP Workflows
Azentio Software has launched a pre-approved UAE e-invoicing solution integrated within Azentio ERP to help businesses comply with the Federal Tax Authority’s upcoming e-invoicing mandate starting January 2027, featuring AI capabilities for enhanced data accuracy and streamlined tax compliance.
Global tax management architecture connecting ERP data, e-invoicing, tax engines, analytics, and compliance governance.
Governance, Risk, and Compliance
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
Analytics and AI
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
Cloud Platform and Technology
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.
AI process mining Enterprise AI context layer
Analytics and AI
Celonis Acquires Ikigai, Launches Context Model to Give AI Agents Operational Intelligence
Celonis’ Context Model and Ikigai Labs acquisition position process intelligence as a context layer for enterprise AI agents that need to understand real workflows before they recommend or act.
Automation
New Relic Prepares Observability for AI Agents That Skip the Dashboard
New Relic has introduced Autopilot and Ground Truth to shift observability toward an AI-agent-first operating model. Autopilot automates SRE triage and remediation using runbooks and context, while Ground Truth exposes governed telemetry to external AI agents via open standards. Both products reflect a broader industry move toward headless, agentic operations where AI systems, not human engineers, handle first-response tasks.
Manufacturing
Manufacturing Systems and Automation
Why Manufacturing AI Succeeds or Fails at the ERP Layer
Manufacturers' ambitions for AI are hampered by the lack of a coherent operational context within their ERP systems, as successful AI implementation requires reliable data governance and structured decision-making that connects insights to actionable outcomes.
Real-time ERP data pipeline for enterprise AI agents - data lakehouse architecture
Data and Data Management
Why ERP Leaders Need to Understand Data Lakehouses Before Scaling AI Agents
Data lakehouses are emerging as the essential infrastructure layer for enterprise AI — providing ERP leaders with a governed, cross-system data foundation where AI agents can operate safely, semantically, and at scale. This analysis explains what a data lakehouse is, why it matters for agentic AI, and what ERP leaders must address before scaling autonomous AI across critical business workflows.
Finance automation and treasury management
Financial 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.
Data and Data Management
Syspro eBook: Governance and Compliance Built In
The Syspro eBook outlines how mid-sized manufacturers can integrate compliance and governance into their daily operations to ensure audit readiness, featuring tools for lot traceability, quality automation, supply chain visibility, industry standards support, and procurement controls.
Data and Data Management
How Millbrook Beds Scaled Manufacturing and Grew Orders by 300% with SYSPRO
Millbrook Beds transformed its manufacturing and order management with SYSPRO, achieving a 300% increase in orders and the ability to serve 400 more customers by enhancing production efficiency and launching a 48-hour Fast Track delivery service.
Customer Journey to ERP
CRM and Customer Experience
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.
Armstrong AI data SAP
Data and Data Management
‘AI Is a Business Challenge, Not an IT One; Data Is the IT Problem,’ Q&A with Armstrong World Industries
Armstrong World Industries is proactively developing a strong data foundation to effectively scale AI across the enterprise, driven by the complexity of their data environment due to mergers and acquisitions, emphasizing that AI is a business challenge requiring strategic integration rather than merely an IT fix.
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