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.

Acumatica Establishes Hyderabad Capability Center Amid India’s AI Infrastructure Surge
Acumatica has established a capability center in Hyderabad as India attracts major investment in AI, cloud infrastructure and enterprise technology capacity.
Mawared MENA: Portal for local sourcing across the MENA region for humanitairan, charity and health agencies.
ERP Transformed Organizations. Can Procurement Technology Transform Markets?
ERP systems transformed procurement execution, but market visibility remains a challenge. Mawared MENA demonstrates how shared procurement infrastructure can help organizations discover suppliers, strengthen local sourcing, improve resilience, and create healthier supplier ecosystems before a purchase order is ever issued.
A visual representation of supply chain management
Microsoft Dynamics 365 ERP MCP Server Lets Agents Move from Supply Chain Insight to Action
Microsoft is positioning Dynamics 365 ERP MCP Server as the bridge between AI-generated recommendations and operational execution. The platform gives AI agents controlled access to real ERP workflows, allowing organizations to move from supply chain visibility toward governed action while maintaining human oversight.
Deloitte Australia Shows How SAP Partners Are Rebuilding Around Cloud and AI
Deloitte Australia’s SAP service catalog shows how major systems integrators are reshaping ERP delivery around SAP’s cloud and AI roadmap. The firm’s alignment with RISE, GROW, Business AI, Business Data Cloud, and planned Zora AI integration with Joule points to a broader shift in how partners package implementation, automation, and operate services.
AI is doing more than making enterprise systems smarter. It is exposing weak data, disconnected processes and unclear ownership that were already there.
AI Reveals Vulnerabilities in the Enterprise Operating Model
Enterprise AI is not held back only by technology. ERP, supply chain, data, security, and people need to work together in a connected operating model that turns trusted context into controlled action.
SNP and Palantir Are Addressing the Manual Work Behind SAP Modernization
SNP and Palantir are partnering 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.
How to Intervene Before Shop Floor Disruption: Syspro CEO Leanne Taylor Q&A
In this Q&A, Syspro CEO Leanne Taylor discusses how they're embedding AI into ERP systems to have it function as an activation layer to help make better and more informed decisions the user can trust.
erp work transformation
Report: AI Is Moving Faster Than the Enterprise Systems Built to Support It
Microsoft's 2026 Work Trend Index reveals a growing disconnect between employee AI capabilities and the enterprise systems designed to support them. As workers move faster with AI, ERP leaders face growing pressure to connect intelligence, governance, and operational execution.
Microsoft logo displayed on a dark sign mounted on a concrete wall
Microsoft’s $100B Azure Year Shows Enterprise AI Is Moving Beyond One Model
Microsoft’s FY26 results show Azure crossing $100 billion in annual revenue while Microsoft pushes multi-model AI, Copilot adoption, GitHub scale, and Dynamics 365 agentic workflows into one enterprise platform story.
Tricentis and Tabnine logos joined by a plus sign on a dark blue gradient background announcing the Tricentis acquisition of Tabnine for agentic quality engineering
Context Becomes the Battleground: Tricentis Buys Tabnine to Ground Its Testing Agents in Enterprise Reality
Tricentis has acquired Tabnine to embed a knowledge-graph context engine into its Agentic Quality Engineering Platform, betting that landscape understanding, not model power, is what makes AI testing agents trustworthy in complex ERP environments.
M&A
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
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.
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
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.
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.
AI property management ERP
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.
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.
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.
types of ERP systems
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
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.
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.
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.
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.
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.
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.
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.
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.
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
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.
Oracle Fusion Agentic Applications
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.