AI agents

Beyond SAP ECC: Building an AI-Ready Business Platform
The end of SAP ECC support is a platform decision, not a replacement project. Hitachi Solutions and Microsoft examine what an AI-ready business platform actually requires — trusted data, sound process foundations, and an architecture AI agents can act on — plus how AI-enabled delivery, templates and accelerators reduce transformation risk.
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.
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.
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.
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.
AWS SAP Transformation
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.
image of Workday office surrounded by blue skies | Compa
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.
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.
Real-time ERP data pipeline for enterprise AI agents - data lakehouse architecture
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.
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.
Enterprise AI sprawl and invisible AI governance concept
Workday Says AI Agents Belong Closer to the Systems They Could Break
Workday is drawing a clear line in the enterprise AI agent debate: for high-stakes workflows in HR, payroll, and finance, the safest place for AI inference and orchestration is inside the system of record, not on neutral third-party platforms. Through its controlled openness model—open APIs and MCP for developers, proprietary governance within Workday—the company argues that context, business logic, and security controls are a competitive moat that cannot be safely externalized.
Live Webinar: MCP and AI Agents in Dynamics 365 Finance & Supply Chain
This webinar walks through the Model Context Protocol (MCP) and shows how AI agents can securely read and act on data in Dynamics 365 Finance and Supply Chain. Attendees see live demos of MCP-driven scenarios, learn practical design tips for safe automation, and get guidance on first steps to experiment with agentic AI in ERP without compromising data quality or auditability.
AI in Finance: Professional Services Take Their First Steps
This article looks at how finance teams in professional services firms are beginning to adopt AI, moving beyond simple automation toward more autonomous, insight-driven operations. It highlights early use cases such as forecasting, reporting, billing, and productivity gains, and outlines practical steps CFOs and finance leaders can take to pilot AI safely while reshaping how their organisations work.
From Automated Finance to AI-Driven Autonomy
This piece examines the journey from traditional finance automation to AI-powered autonomous operations, outlining how technologies such as machine learning, generative AI, and intelligent agents can take on more of the end-to-end workload. It explores what “autonomous finance” means in practice, the steps needed to modernise processes and data, and how the CFO’s role evolves as finance shifts from manual control to AI-driven decision support.
Honeywell Announcements
Honeywell Pushes Industrial AI into Control Rooms and OT Cybersecurity
Honeywell launched Experion Cognition, an AI-driven control system to enhance autonomous operations in industrial control rooms, while simultaneously expanding its OT Cybersecurity Suite to bolster defenses against advanced cyber threats, illustrating a strategic focus on integrating AI with operational resilience and security.
AWS agentic AI SAP ERP exceptions - MCP agentic ERP infrastructure with AgentCore
MCP Is Becoming the Plumbing of Agentic ERP—ERP Leaders Need to Understand It
MCP is emerging as the protocol layer that lets AI agents discover and call enterprise tools, data sources, and workflows. For ERP leaders, the opportunity is lower integration friction. The risk is that access control, auditability, and cost discipline move closer to the agent boundary.
AI process mining Enterprise AI context layer
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.
Top ERP Today stories and H1 2026 enterprise technology trends across AI, cloud, SAP, robotics, and infrastructure
10 Stories That Defined Enterprise Tech in H1 2026 and What They Say About the ERP Market
ERP Today’s most-read stories in the first half of 2026 reveal a market moving from AI enthusiasm into harder questions about pricing, governance, infrastructure, cloud costs, and operational execution.
SAP procurement automation
SAP Procurement Agents Are Reaching the Front Door of Spend Management
SAP's Joule AI capabilities, set for general availability across Ariba and Fieldglass in June 2026, aim to enhance procurement processes by automating intake, contract creation, and workforce operations while urging spend teams to ensure proper governance and integration before widespread adoption.
Secure enterprise corridor representing Microsoft Power Platform governance and AI agent access
Microsoft Power Platform Narrows the Access Gap for ERP Agents
Microsoft's June 2026 Power Platform updates introduce Advanced Connector Policies that govern AI agent access to SAP systems at the action and MCP server level. ERP leaders must understand what the new controls mean for low-code automation, connector visibility, and enterprise AI compliance.
Can AI Break the ERP Change-Order Cycle? Tessera Labs Just Raised $60M to Try
Tessera Labs’ $60 million funding round puts a spotlight on AI-native ERP modernization, raising a new question for CIOs: how much of the migration, data, code, and documentation work that once required large consulting teams can now be automated without weakening governance?
Who Governs AI Agents When Workflows Cross Platforms?
As AI agents expand across ERP, cloud, and workflow platforms, enterprise leaders face a critical governance challenge: who owns accountability when data, models, and audit trails are fragmented across multiple systems. This analysis explores the control plane problem and what ERP teams must do to prevent agent sprawl.
Trintech AI Agents Are Targeting the Manual Work Behind the Financial Close
Trintech has launched two new AI agents designed to eliminate manual investigative work from the financial close process. The Flux Agent identifies material account fluctuations during the close, while the Variance Analysis Agent automates post-close budget-to-actual analysis. Both tools operate within governed financial workflows, keeping outputs connected to audit trails and human review controls.
Unit4 and Pragmatic AI
Zuora Pushes AI Agents Deeper into Quote-to-Cash Finance Work
Zuora is pushing AI agents deeper into the heart of quote-to-cash — expanding Zuora AI across catalog management, CPQ, revenue operations, and workflow automation. This analysis covers what the new agents do, how customers are already using them to tackle high-friction finance tasks, and why governance must scale alongside AI adoption in subscription billing environments.
NTT DATA Puts AI Agents at the Front End of Product Planning
NTT DATA is launching an AI agent service in July 2026 to streamline early-stage product planning for food, beverage, and consumer goods companies, enhancing the speed and structure of concept generation while ensuring alignment with brand guidelines and market analysis.
Workday Is Testing How Much Enterprise AI Should Be Allowed to Do
Workday’s Q1 results showed agent adoption momentum. The follow-up question is whether Sana, Microsoft 365 Copilot, the Agent System of Record, and federal HR automation can prove that enterprise agents can act inside governed workflows without eroding control.
AI That Executes: What the 2026 ERP Market Is Actually Building So Far
This month's enterprise software announcements reveal a significant focus on execution, as evidenced by notable acquisitions aimed at enhancing AI capabilities across various domains, emphasizing the need for domain-specific inputs for effective operational execution.
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.
Professional Services Automation
Kantata’s Expertise Agent Targets the Professional Services Delivery Crunch
Kantata has launched Expertise Agent, an AI system designed to enhance professional services operations by interpreting complex queries and coordinating workflows across project management and resource planning, amid rising client expectations and resource constraints.