Enterprise AI

Enterprise Architecture

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.

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.

AI and SAP Discovery Center

Analytics and AI

Where Does AI Adoption Really Start? SAP Discovery Center Has the Answer

The SAP Discovery Center serves as a crucial self-service portal for enterprises like Agilent and Sutherland, providing essential resources and reusable architectures to streamline AI adoption and minimize risks, ultimately helping organizations select strategic starting points for their AI initiatives.

Analytics and AI

Microsoft Dynamics 365 Brings Agentic ERP Workflows into Copilot Cowork

Microsoft introduces Copilot Cowork as an innovative interface for Dynamics 365 ERP, aiming to streamline workflow by integrating ERP data and processes into a collaborative environment, allowing employees to coordinate actions without the need for cumbersome manual processes.

Analytics and AI

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

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.

Analytics and AI

SAP Moves Agent Orchestration into Joule Studio with n8n Deal

SAP has acquired a minority stake in the Berlin-based automation platform n8n at a $5.2 billion valuation, integrating it into Joule Studio to enhance AI workflows in its Business AI Platform while targeting broader developer adoption and improved orchestration strategies for enterprise systems.

Analytics and AI

IBM and ServiceNow Target Legacy Systems and Data Readiness for AI at Scale

IBM and ServiceNow announced a multi-year collaboration to modernize legacy applications, enhance AI-ready data governance, and integrate autonomous operations into IT workflows, aiming to overcome barriers to enterprise AI by evolving existing systems and improving data management and operational integration.

Court Ruling AI Overviews

Analytics and AI

German Court Raises Legal Stakes for Google’s AI-Generated Search Answers

A German court has held Google directly liable for false claims made by its AI Overviews, differentiating them from traditional search results due to their generation of new statements, thereby establishing heightened accountability for AI outputs.

Oracle Q4 2026 earnings

Analytics and AI

Oracle’s Q4 2026 Earnings Call: $638B Backlog Turns AI Cloud Growth into Funding Test

Oracle surpassed fiscal Q4 revenue and earnings expectations with a focus on its AI infrastructure, reporting significant growth in cloud revenue and large-scale AI contracts, but faced investor concerns over capital spending and negative free cash flow as it aims to convert its $638 billion in remaining performance obligations into revenue.

NTT DATA and Google Cloud

Analytics and AI

Google Cloud Adds NTT DATA to Gemini Enterprise Delivery Push

Google Cloud is enhancing its Gemini Enterprise partner strategy through an expanded collaboration with NTT DATA to facilitate the deployment of enterprise AI solutions, aiming to create a dedicated practice that supports 5,000 certified experts and the development of 500 AI agents to effectively transform business operations.

Analytics and AI

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.

Earnings

Analytics and AI

Oracle Earnings Will Test AI Infrastructure Economics Behind OCI Growth

Oracle's upcoming Q4 FY2026 earnings report on June 10 is pivotal, as investors are keen to understand how the company plans to manage the capital-intensive demands of its AI cloud expansion amidst a substantial $553 billion backlog, with expectations for revenue growth and the implications of their capital expenditures on future profitability.

Oracle AI World Tour

Analytics and AI

IBM Closes Out 2026 Oracle AI World Tour with a Clear Message: AI Is Now an Operational Imperative

IBM's 2026 Oracle AI World Tour highlighted the transition of enterprises from questioning AI adoption to leveraging it for tangible business value, showcasing success stories and practical guidance across major cities while emphasizing the importance of intentional design, robust governance, and integrated systems for effective AI implementation.

Analytics and AI

Google Cloud Partnerships: Gemini Enterprise Pushed Deeper into Workday and IBM Delivery

Google Cloud is advancing Gemini Enterprise into enterprise AI through expanded partnerships with Workday and IBM, focusing on integrating HR and finance agents into workflows and enhancing delivery capacities with industry-specific solutions.

Databricks and SnowflakDatabricks vs Snowflake enterprise AI data war lakehouse architecturee battle over AI and data

Analytics and AI

Databricks’ $134B Valuation Puts the Enterprise AI Data War in Focus

Databricks is signaling a pivotal shift in enterprise AI spending towards essential data platforms for effective model utilization, highlighted by its recent $7 billion funding round and competition with Snowflake to manage data for analytics and agentic AI.

SAP Executive Interviews

Analytics and AI

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.

image of Workday office surrounded by blue skies | Compa

Analytics and AI

Workday’s AI Agent Push Started Showing Up in its Q1 Earnings Numbers

Workday's Q1 fiscal 2027 results demonstrated strong revenue growth and increasing adoption of AI agents, reassuring investors that AI can enhance rather than undermine subscription software economics.

ServiceNow

Analytics and AI

ServiceNow’s Next Knowledge 2026 Message: Governed AI Has to Reach the Frontline

ServiceNow's Knowledge 2026 initiative emphasizes a governance layer for AI and security, with tools like Otto, an AI-driven interface designed to streamline enterprise workflows for employees and operators, enhancing user experience across systems while integrating deeper operational capabilities.

SAP Sapphire Madrid Customer Keynote

Analytics and AI

SAP Sapphire Madrid Customer Keynote: Enterprise AI Value Depends on Business Ownership

The SAP Sapphire Madrid keynote highlighted the shift in AI discussions from announcements to operational integration, emphasizing that AI's value relies on governance, user trust, and practical implementation within business processes, as showcased by various case studies from companies like Ericsson, Fonterra, and EssilorLuxottica.

ServiceNow Knowledge 2026

Analytics and AI

ServiceNow Repositioned Around AI Security and Governance at Knowledge 2026

ServiceNow positions itself as a governance and action layer for enterprise AI, launching Autonomous Security and Risk, enhancing the AI Control Tower for comprehensive governance, and making its Action Fabric available to external agents, amidst a backdrop of growing financial momentum and challenges in broad adoption.

SAP Sapphire customer keynote

Analytics and AI

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.

Workday office building | Workday and Groundswell take US federal agency to the cloud

Analytics and AI

Workday’s Moat Is Real—But AI Is Testing Its Limits

Two analysts offer diverging views on Workday's long-term viability, with Joe Schmidt suggesting that AI may erode the structural switching costs that currently protect it, while Josh Bersin argues that Workday's established frameworks position it favorably as AI evolves, highlighting a critical market shift towards architectural effectiveness in ERP and HCM systems.

Analytics and AI

SAP Targets Data and Model Gaps with Dremio and Prior Labs Acquisitions to Advance Enterprise AI Architecture

SAP aims to enhance enterprise AI by acquiring data platform Dremio and AI research firm Prior Labs, addressing fragmented data environments and improving model performance on structured business data, thereby integrating data infrastructure and AI model development into a unified architecture.

SAP earnings results showing cloud revenue growth, current cloud backlog, and Business AI strategy

Analytics and AI

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.

Workday ERP finance

Analytics and AI

Workday Advances ‘Lights-Out Finance’ Vision with Autonomous Financial Testing Tool

Workday is advancing its “lights-out finance” vision with an AI-driven Financial Test Suite that continuously detects fraud and anomalies before transactions are completed.

Analytics and AI

Oracle’s AI Pivot Is Reshaping How It Builds Software, Staffs Teams, and Funds Growth

Oracle is transforming its operational and financial strategies by shifting focus to AI as a core element of its enterprise framework, resulting in significant layoffs while simultaneously investing heavily in infrastructure and automation to enhance product development efficiency.

pixelated clouds for Boomi

Analytics and AI

Data Activation vs. AI Frustration: Analyzing Boomi’s 2026 Platform Evolution

The AI honeymoon is over. Explore how Boomi’s new Meta Hub and Agent Control Tower solve the "fragmented data" bottleneck to move enterprise AI into governed production.

Analytics and AI

Workday, Salesforce FY26 Q4 Earnings Show Growth, Scale, and Platform Competition

Recent fourth quarter fiscal year 2026 earnings from Workday and Salesforce highlight the significance of production-grade AI adoption and platform expansion in driving enterprise software growth.

Analytics and AI

Data Sovereignty, Latency, Trust: Why ERP AI Cannot Live in the Public Cloud Alone

As AI integrates into ERP workflows, the need for robust governance, data residency, and operational control is rising, leading organizations to seek infrastructure strategies that ensure consistency and reliability in the face of regulatory demands.