Analytics and AI

Artificial Intelligence (AI) and analytics are indispensable in propelling digital transformation efforts, particularly influencing Enterprise Resource Planning (ERP). With the rapid progression of technology and computing power, organizations across various sectors are generating immense amounts of data daily, impacting ERP processes. The significance of this data lies in its potential to extract actionable insights, facilitate strategic planning, and drive innovation within the ERP framework. In this context, AI and analytics emerge as pivotal tools, facilitating the extraction of value from the vast amounts of data generated and collected across the enterprise, optimizing ERP functionalities. Analytics is commonly categorized into descriptive, prescriptive, diagnostic, and predictive types, enhancing the ERP landscape. AI algorithms contribute not only to predictive and prescriptive analytics but also empower companies to develop innovative ERP capabilities, exemplified by advancements such as Industry 4.0.

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.

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.

Executives in a boardroom watch a presentation of a holographic AI agent floating in a sphere while a translucent cube of interconnected data blocks and a glowing circuit network labeled 5% agent span the table, illustrating the agentic AI gap between the agent and its ERP data foundation

Analytics and AI

When the Vendor Says the Agent Is Only 5%: What Infor’s Hospitality Candor Reveals About the Agentic AI Gap

Infor's two July blogs concede that AI features have commoditized, adoption failures are costly, and the agent is only 5% of the work. What that candor reveals about the agentic AI gap, and where the argument ends.

Glowing blue growth arrow rising over industrial gears and data streams toward a digital city labeled Industrial AI H1 2026, while a holographic human figure stands on cracked factory-floor tiles split by red fault lines, symbolizing IFS growth and the execution challenges beneath it.

ERP Strategy and Planning

IFS Rides Industrial AI to 25% Growth in H1 2026, But The Execution Test Is Just Beginning

IFS reported 25% ARR growth for H1 2026 on the strength of embedded Industrial AI, but a quiet CFO transition and the integration of three acquisitions mean the execution test is only beginning.

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

ServiceNow’s Q2 Results Show AI Governance Is Becoming a Buying Trigger

ServiceNow reported stronger-than-expected Q2 2026 results with subscription revenues reaching $3.88 billion, driven by a significant increase in its AI business crossing over $1 billion in annual contract value, and raised its full-year revenue outlook while emphasizing the importance of AI governance for enterprise software.

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.

Enterprise Architecture

ERP Systems Explained: A Practical FAQ for Buyers

Cloud ERP, SaaS ERP, hybrid ERP, composable ERP, AI-native ERP, and agentic ERP are often discussed interchangeably, but they describe very different technology models. This ERP Today guide explains the major ERP deployment, architecture, industry, and intelligence categories enterprise buyers need to understand.

Magnifying glass examining holographic AI dashboards above a robotic manufacturing production line, symbolizing scrutiny of agentic AI claims in ERP platforms from SAP, IFS, Epicor, QAD, and Syspro

Analytics and AI

AI Reality Check: Separating Agentic Claims from Manufacturing Substance

Agentic AI announcements now arrive weekly from SAP, Epicor, QAD, Syspro, IFS, and Oracle, but delivered functionality follows a very different schedule. A five-point scorecard shows which manufacturing ERP claims stand up to evidence and which remain adjectives.

Financial Management

CFOs Are Being Pushed to Prove Agentic AI ROI Before Governance Is Ready

Avalara's new research reveals that finance leaders are under significant pressure to rapidly deploy agentic AI for financial processes in order to demonstrate ROI, despite lacking adequate governance and accountability frameworks.

Analytics and AI

Managed Claude on Google Cloud Shows the Model-Governance War Is Heating Up

Google Cloud has integrated Anthropic's Claude models into its Agent Platform's Model Garden, offering enterprises a managed AI service with production-ready features and governance controls, allowing seamless multi-model applications and compliance with regional data requirements.

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.

Security

AWS Security Hub’s Azure Move Shows ERP Security Is Now Multi-Cloud and AI-Native

AWS has expanded Security Hub to provide targeted protection for AI workloads and security monitoring for Microsoft Azure, enabling the discovery and evaluation of Azure resources alongside AWS findings, thereby enhancing visibility and governance across multi-cloud and hybrid ERP environments.

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.

Security

AI Agents Need a Gateway, and Citrix Is Putting NetScaler in the Middle

Citrix has enhanced its NetScaler AI Gateway with Model Context Protocol (MCP) Gateway functionalities to streamline governance for large language model and agentic AI traffic, introducing centralized authentication and model-routing features to address emerging enterprise needs for secure and monitored access to backend systems.

Analytics and AI

Oracle Begins NetSuite Next Rollout; Ask Oracle Moves into ERP Workflow

Oracle NetSuite has launched the North America rollout of NetSuite Next featuring enhanced AI capabilities and the Ask Oracle assistant for existing customers, marking its most significant update since launch, while also introducing specific AI-driven tools for finance and industry-specific solutions.

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.

Application Development and Integration

Oracle’s Next Agentic AI Move Puts Builders Inside Fusion

Oracle has launched a new AI-native builder experience for Fusion Applications, enabling customers and partners to create agentic applications with no-code, low-code, and pro-code options, all while ensuring integrated security and governance controls within Oracle's existing framework.

Quality and Testing

KTern.AI’s AWS Agents Target the Consulting-Heavy Work Behind SAP Transformation

KTern.AI says a network of specialized AI agents can automate major SAP transformation activities, potentially reducing consultant dependency and accelerating S/4HANA migration programs.

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.

Analytics and AI

SNP Transformation World 2026 – Mandaco’s Stefan Schneider on AI in the M&A Process

Mandaco's Stefan Schneider on AI in M&A, why the human in the loop matters more than ever, and how interpersonal skills define deal success.

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.

Analytics and AI

From SNP Transformation World 2026 – SAP’s Thomas Pfiester on AI as a Growth Accelerator

SAP's Thomas Pfiester explains why AI is a growth accelerator, how clean data powers agentic AI, and why adoption decides transformation success.

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.

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.

AWS agentic AI SAP ERP exceptions - MCP agentic ERP infrastructure with AgentCore

Application Development and Integration

AWS Is Giving SAP Agents a Rulebook for ERP Exceptions

AWS has introduced an Agentic Standard Operating Procedures framework that gives AI agents a rulebook for resolving SAP ERP exceptions—reading approved procedures, acting on live SAP data via Amazon Bedrock AgentCore, escalating high-risk cases to humans, and logging every step for full audit compliance.

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.

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.

Financial Management

BlackLine: Agentic Finance Needs a Close Readiness Test

AI will not fix a financial close process still built on manual journals, spreadsheet reconciliations, and after-the-fact audit documentation. BlackLine's new benchmark guide defines the seven close readiness metrics finance teams need to measure before agentic automation can scale safely and makes the case that governance and observability must come before AI deployment.