SAP to Acquire Data Lakehouse Vendor Dremio
SAP announced it will acquire data‑lakehouse vendor Dremio for an undisclosed price, aiming to embed an Apache Iceberg‑native lakehouse into its Business Data Cloud. Dremio’s technology lets enterprise data stay in‑place, providing federated access and AI‑ready semantics without costly data movement. Analysts note Dremio is younger than Snowflake and Databricks, but its in‑situ approach could simplify AI projects and reduce compliance risk. The deal positions SAP as a neutral data‑fabric layer that can work with multiple warehouse platforms while accelerating AI workloads.
SAP’s New API Policy Restricts AI Access, Draws Customer Criticism
SAP has rolled out a new API policy that restricts access to only those interfaces listed in the SAP Business Accelerator Hub or product documentation, labeling all others as unpublished. The policy expressly forbids using APIs for generative AI, large‑scale...
Measuring AI-Enabled Success: 3 KPIs CIOs Should Track
CIOs must move beyond traditional gatekeeping and create secure, pre‑approved AI pathways that embed security controls directly into workflows. To gauge success, three KPIs are essential: time from idea to production, employee adoption of approved AI tools, and the rate...
The CIO Remit: Treat GenAI as a Mission-Critical Enterprise App
Generative AI has moved from pilot projects to a mission‑critical status, with 96% of enterprise IT leaders ranking it alongside ERP and CRM systems. A Foundry survey of 300 CIOs shows two‑thirds already embedding GenAI into SaaS applications and core...
The Architectural Decision Shaping Enterprise AI
Enterprise AI projects hinge on a hidden architectural choice: how to retrieve, relate, and reason over information. The article outlines three patterns—vector embeddings, knowledge graphs, and context graphs—each with distinct strengths, costs, and failure modes. Selecting the wrong pattern can...
From Copilot to Control Plane: Where Serious AI Governance Starts
Enterprises are shifting from debating AI copilots to building a control plane that governs identity, permissions, model access, logging, and human approval. Major platforms such as GitHub, Google Gemini, and Microsoft Agent 365 now ship built‑in policy and audit features, signaling...
19 Vibe Coding Tools for Democratizing App Development
Vibe coding tools have moved from hype to practical utility, with 19 platforms now offering AI‑driven app creation ranging from no‑code chatbots to IDE‑embedded assistants. These solutions can turn a textual description into a full‑stack prototype in minutes, dramatically compressing...
The Cloud Migration Fulfilling FC Bayern Munich’s AI Ambitions
FC Bayern Munich’s IT department completed a migration to SAP Cloud ERP Private, consolidating 52 legacy fan‑data systems into a single S/4HANA cloud instance. The move unlocks AI‑driven automation across HR, logistics and finance while delivering scalable compute, enhanced security...
Why Smaller Is Smarter: How SLMs Make GenAI Operational and Affordable
The article argues that small language models (SLMs) are a pragmatic portfolio strategy for enterprises seeking to operationalize generative AI. By categorizing models into size tiers—from sub‑billion‑parameter “tiny” models to 30‑billion‑parameter “upper” SLMs—companies can match compute, latency, and cost constraints...
What Is TOGAF? An EA Framework for Aligning Technology to Business
The Open Group released TOGAF Standard 10th Edition in 2022, introducing a modular, agile‑friendly structure that simplifies enterprise architecture adoption. By 2016, the framework was used by 80% of Global 50 and 60% of Fortune 500 firms, underscoring its market...
Enterprise Search Has a Relevance Problem. Here’s What to Do About It.
Traditional keyword‑based enterprise search can’t keep up with the surge of unstructured data in emails, wikis, chat, and code repositories, leading to significant productivity losses. Modern organizations must reframe search as a strategic capability, adopting hybrid or AI‑powered retrieval to...
Why Most AI Strategies Fail and How to Design One that Actually Sticks
Organizations are flooding AI into strategic roadmaps, yet most initiatives stall after pilot phases. The missing piece is a deployment‑design discipline that translates strategic intent into concrete work‑level interventions. A four‑element framework—nature of work, scale of impact, task perception, and...
Scaling Smarter: A CIO’s Road Map to Unified, Future-Ready Operations
Most enterprises stumble when scaling building‑modernization pilots because each site runs on disparate systems, creating costly integration and technical debt. The article argues that treating modernization as a repeatable platform—rather than isolated projects—delivers predictable CAPEX/OPEX, faster rollouts, and resilient operations....
Enterprises Plan Rapid Growth for AI Factories and AI at the Edge, Survey Finds
A Deloitte survey of 515 senior IT and business leaders shows enterprises plan to double AI factories and edge deployments by 2028, with 73% targeting at‑scale AI factories and 72% aiming for edge AI. Monthly AI token consumption is expected...
Subscription Model: How AI Is Reshaping Corporate Education
AI is reshaping corporate education by replacing fixed programs with subscription‑based ecosystems that deliver continuous, modular learning. AI‑powered platforms map skills to business outcomes, adapt learning pathways, and orchestrate micro‑credentials, raising learning efficiency by roughly 57 %. Private cohort networks add...
Salesforce Expands Beyond the Front Office with Agentforce Operations
Salesforce unveiled Agentforce Operations, an AI‑driven platform that automates back‑office tasks such as auditing, onboarding, and invoice processing. The company says the solution can cut cycle times by up to 70% and eliminate 80% of manual data‑entry work. Built on...
Designing the AI-Native Cloud: What Enterprise Architects Are Learning the Hard Way
Enterprise architects are confronting a paradigm shift as generative AI forces cloud environments to become AI‑native. Traditional CPU‑centric designs struggle with the massive GPU compute, high‑throughput data pipelines, and real‑time inference demands of large language models. Organizations are moving toward...
Incentive Drift: Why Transformation Fails Even when Everything Looks Green
A bank’s chatbot‑first digital front door hit budget, timeline and adoption targets, yet churn rose 8% as frustrated customers left. The article explains this paradox as “incentive drift,” where authority is separated from accountability, causing rational decisions that undermine outcomes....
Your AI Agent Is Ready to Go. Is Your Infrastructure?
TransUnion has spent $145 million building the OneTru platform, a hybrid architecture that couples traditional expert systems with generative AI, and has already generated $200 million in cost savings. The platform powers the AI Analytics Orchestrator Agent, leveraging Google Gemini to let...
The Boardroom Divide: Why Cyber Resilience Is a Cultural Asset
Research by FT Longitude for Uvance Wayfinders, commissioned by Fujitsu, reveals a stark cultural divide in cyber‑resilience. While 64% of business and IT leaders believe their firms can weather a major cyber incident, only 19% disagree. Board‑level awareness is a...
AI Won’t Fix Your Data Problems. Data Engineering Will
Enterprise AI projects often prioritize models while overlooking the quality of internal data. Because most large‑language models are trained on public datasets, they lack the contextual grounding needed for a company’s unique customer, billing, and usage records. The resulting gaps...
The Inference Bill Nobody Budgeted For
Enterprises are confronting an unexpected surge in AI inference spend, now expected to represent two‑thirds of all AI compute by 2026. While public‑cloud pricing has fallen, recursive agentic loops and unsanctioned tool usage generate hundreds of millions in waste, and...
Deconstructing the Data Center: A Massive (and Massively Liberating) Project
PPG, a 143‑year‑old paints and coatings maker, dismantled its eight global data centers between 2022 and November 2025, moving all workloads to public cloud hyperscalers. The effort required a full audit, phased migration, and simultaneous application modernization to avoid downtime...
The Biggest Missed Opportunities for CIOs in the AI Era
Many CIOs have deployed multiple AI tools but struggle to show promised ROI because the solutions operate in isolation. The article argues that the real missed opportunity is AI orchestration—linking agents, data, and workflows—to turn silos into a unified, governed...
What CISOs Need to Get Right as Identity Enters the Agentic Era
The rise of agentic AI is turning identity into both a control and attack surface, introducing a new class of non‑human identities such as autonomous agents, service accounts, and tokens. Traditional human‑behavior signals no longer apply, making attribution and visibility...
Slow Down to Speed Up: Why Steadfast IT Leadership Is Critical in the Age of AI
The article argues that steady IT leadership and disciplined governance are essential for sustainable AI adoption. Canadian data shows 87% of tech leaders anticipate faster AI cycles, yet 75% still rely on structured pilots to manage risk. Nearly half of...
MS, 앤트로픽 ‘미토스’ 도입···보안 개발 수명주기에 생성형 AI 적용
Microsoft announced it will embed Anthropic’s generative‑AI model Mythos into its Security Development Lifecycle, aiming to boost code‑security and vulnerability detection from early development stages. The integration follows a preview of Mythos and signals that advanced AI is moving from...
구글, AI 해커 대응 위해 ‘에이전틱 보안 전략’ 전면 강화
At Google Cloud Next 2026, Google unveiled an "agentic" security strategy that places AI agents at the core of its defense operations. The rollout includes three new AI agents—threat hunting, detection engineering, and third‑party context—within Google Security Operations, and the...
How Ignoring Digital Friction Erodes Your Competitive Advantage
Digital friction—slow VPNs, crashing apps, heavy software— erodes productivity and security as employees silently adapt rather than report issues. TeamViewer research shows 40% of workers regularly use workarounds, while 48% of organizations say IT dysfunction delays critical projects. The article...
AIで得た生産性の40%が「手直し作業」で消えている
Workday’s latest survey finds that roughly 40% of time saved by AI tools is erased by post‑generation editing. Even when employees achieve a ten‑hour efficiency gain, about four hours are spent correcting AI‑produced content. The most enthusiastic AI users bear...
Delivering an Impactful 15-Minute Board Briefing
Cyber risk oversight has shifted to audit committees, now covering 79% of S&P 500 firms, up from 71.2% two years earlier. Board briefings are limited to 10‑15 minutes each quarter, forcing CISOs to move from data‑heavy dashboards to concise, business‑focused narratives....
What Google’s “Unified Stack” Pitch at Cloud Next ‘26 Really Means for CIOs
At Cloud Next ’26 Google Cloud CEO Thomas Kurian unveiled a “unified stack” that stitches together custom TPUs, Gemini Enterprise, the Agentic Data Cloud and security services into a single AI operating fabric. The pitch positions the stack as a turnkey...
The AI Architecture Decision CIOs Delay Too Long — and Pay for Later
Enterprise AI initiatives often appear successful early, but CIOs frequently postpone revisiting the underlying architecture as systems scale. This delay creates cost volatility, longer security and compliance reviews, and growing uncertainty about system behavior, even though dashboards remain green. The...
CIOs Struggle to Find Clarity in Their Organizations’ AI Strategies
A 2026 State of the CIO survey reveals that 31% of CIOs struggle with an undefined corporate AI strategy, while 24% are unsure which department should own AI ROI goals. Additional hurdles include a shortage of in‑house AI talent (40%)...
IT Reskilling: The Pressing CIO Imperative
CIOs are now the architects of enterprise IT reskilling, targeting fast‑evolving domains such as generative AI, cybersecurity, data analytics and automation while also emphasizing soft skills like communication and leadership. Leaders argue that internal upskilling delivers far higher ROI than...
Shadow AI Morphs Into Shadow Operations
The cybersecurity focus is shifting from data leakage in LLM prompts to the uncontrolled deployment of autonomous AI agents, termed “shadow operations.” Organizations are rapidly adopting open‑source agentic frameworks like Moltbot, often granting them high‑privilege API keys without proper oversight....
Dynamic Privilege: Balancing Access and Security
Enterprises are plagued by static permissions that linger as employees shift roles, inflating the attack surface especially in business applications. Dynamic privilege, also called Privilege Security Posture Management, replaces role‑based grants with continuous, context‑driven decisions based on identity, entitlement and...
Google Pitches Agentic Data Cloud to Help Enterprises Turn Data Into Context for AI Agents
Google unveiled the Agentic Data Cloud, an architecture that layers a unified semantic Knowledge Catalog atop its existing data services—BigQuery, Dataplex and Vertex AI. The offering adds preview tools such as a LookML‑based agent, a BigQuery feature for embedding business...
Why AI Governance without Guardrails Is Theater
Enterprises are grappling with a widening gap between AI governance policies and reality, as shadow AI proliferates across workstations and SaaS tools. Surveys show 45% of employees use AI without manager knowledge and more than half connect unauthorized AI services,...
Smart Factories Are Here — but Is Your Team Ready to Use Them?
Since Industry 4.0, manufacturers have layered IIoT sensors, AI, cloud and big‑data analytics to build smart factories. Gartner notes 49% of firms still lack confidence in their manufacturing strategy, while IDC projects 40% of operational data will be autonomously integrated across...
How the EU’s NIS2 Directive Is Changing How CIOs Think About Digital Infrastructure
The EU’s NIS2 directive reframes cybersecurity risk as an ecosystem issue, forcing CIOs to look beyond internal controls to the full supply‑chain of cloud providers, network operators and software vendors. It expands the definition of resilience to include how interconnected...
Data Debt Will Cripple Your AI Strategy if Left Unaddressed
AI success hinges on clean data, yet many enterprises carry years of data debt from legacy practices, mergers, and ad‑hoc solutions. IDC warns that postponing remediation could increase AI project failure rates by 50 percent by 2027. CIOs are urged to...
Your AI Coding Agent Isn’t a Tool. It’s a Junior Developer. Treat It Like One
The article argues that AI coding agents should be treated as junior developers rather than mere productivity tools. By onboarding, pairing, and mentoring these agents, organizations can harness their speed while avoiding rapid technical debt and security vulnerabilities. Treating them...
LIV Golf Engages Fans with Agentic AI
LIV Golf has introduced two agentic AI tools—Fan Caddie (nicknamed “Chip”) for fans and Agent Caddie for broadcasters—to deliver real‑time stats, personalized content, and on‑site logistics. The AI agents are built on Salesforce’s Agentforce 360 platform after extensive data‑cleaning work....
The Silent Failure Between Approval and Delivery
The article argues that securing executive approval is often mistaken for securing execution momentum. After the green light, many initiatives languish in a limbo where ownership is unclear and daily work does not change, leading to silent, untracked failure. The...
AI Hype to AI Value: Escaping the Activity Trap
AI spending is projected to hit $2.5 trillion in 2026, a 44% jump from the prior year, yet the promised value is lagging. Only 6% of companies report clear financial returns and 95% of projects fail to show measurable results within...
5 Lessons From Everest for High-Risk AI Projects
New Nepalese regulations for Everest climbing, which require certified guides, health checks, GPS tracking and waste management, illustrate how high‑risk AI projects under the EU AI Act should be governed. The article draws five parallels: proven experience, mandatory observability, specialist...
The Changing Face of IT: From Operator to Orchestrator
The article argues that the CIO’s role has shifted from maintaining stable IT systems to orchestrating business value across the enterprise. Modern IT must balance running reliable operations with driving digital transformation, linking every investment to measurable outcomes such as...
Ways CIOs Can Prove to Boards that AI Projects Will Deliver
CIOs are under mounting pressure from boards to prove AI projects generate measurable value, as surveys reveal most initiatives have yet to boost revenue or cut costs. Failure rates for AI efforts remain high—up to 95%—prompting a shift from speculative...
Adobe Bets on Agentic AI to Rewrite SaaS for Customer Experience
Adobe unveiled its CX Enterprise suite at Adobe Summit, positioning the platform as a hub for agentic AI that orchestrates customer experiences across any tech stack. The offering combines customizable AI agents, Model Context Protocol (MCP) endpoints, and a new...