Technology Management

ChatGPT, Claude, Grok Outage Renews AI Continuity Focus

ChatGPT, Claude, and Grok all went down Sept. 3, and OpenAI is cutting Cursor's model access Nov. 12. Here is what happened.

Dell’s $95B AI backlog is turning AI rollouts into a delivery-date problem

Dell’s reported $95B AI backlog and new AI pricing models are forcing CIOs to plan lead times, capacity, and contracts like supply chain programs.

AI is now a DAM governance requirement, not a demo feature

Analyst and peer-rating signals are converging: enterprise DAM decisions in 2026 are being judged by AI fit, governance, and partner access.

AI agents are pushing access controls and testing into the data layer

New guidance from Snowflake, InformationWeek and TechTarget puts governance in the data layer, not the dashboard.

Proptech money is clustering around ops automation, not new listing sites

Funding and product signals in mid-2026 point to AI agents and benchmarking tools that touch leasing, collections, and portfolio KPIs.

Better AI software is driving up spending on power, partners, and delivery

Enterprise AI is turning into a procurement problem, more than a features race, across software, channel partners, and data center supply chains.

Sivers’ $1.2B pipeline has photonics and RF programs slated for 2027 production

Sivers is shifting from NRE work to product ramps. The signal for operators: lock in packaging, test, and supply now.

Anthropic's Claudeforce puts Claude in Salesforce, and CIOs will have to track token use

Salesforce’s Dreamforce 2026 agenda is landing as Claudeforce heads to open beta in September, forcing new decisions on identity, permissions, and token spend.

B2B eCommerce's real barrier isn't technology, it's the complexity that digital moves, not removes

Manufacturers and distributors racing to digitize are discovering that platforms shift complexity rather than eliminate it, and loyalty, AI readiness, and data

Eliyan hits $1B valuation and Simile raises $200M as AI infrastructure funding surges in late July 2026

Four deals closed in the final days of July 2026 signal where enterprise AI capital is flowing: chip interconnects, behavioral prediction, spare parts, and prev

Dreamforce 2026 puts the agentic enterprise on trial in San Francisco this September

Salesforce's Dreamforce 2026 runs September 15 and 17 in San Francisco, centering on the "Agentic Enterprise" and autonomous AI agents.

Spectro Cloud crosses $1B valuation with $100M Series D led by Goldman Sachs

Spectro Cloud raised $100M at a $1B+ valuation, with Goldman Sachs leading, as enterprises push hard to contain runaway AI infrastructure costs.

Salesforce pledges $1 billion to Switzerland as Agentforce moves from pilot to production

Salesforce's five-year, $1B Switzerland commitment backs Agentforce deployments already running at scale across healthcare, retail, ag, and events.

Spectro Cloud closes $100 million Series D to push AI infrastructure into enterprise production

Spectro Cloud has raised $100M in Series D funding to scale its Palette AI platform for enterprise AI workload management across cloud, edge, and government.

RainFocus connects Adobe Workfront and AEM to event workflows, closing the manual data gap for enterprise marketing teams

RainFocus launched two Adobe Experience Manager integrations that sync session data and enforce brand governance across large-scale event programs.

Anthropic Launches Claude Opus 5 and Puts a Dial on Your AI Bill. Here Is What It Means for B2B Teams.

Anthropic released Claude Opus 5 today at identical pricing to Opus 4.8, with performance approaching Fable 5 at half the cost and a new effort dial that converts unpredictable AI bills into a lever enterprise teams can actually manage. Here is what it means for B2B buyers running AI in production.

SAP is redeploying workers and cutting travel costs to fund an all-in AI push

SAP is tightening hiring and travel budgets to redirect capital toward AI, completing the Dremio and Prior Labs acquisitions as it builds a unified data-to-AI platform.

OpenAI's five-step framework for managing agentic AI spend

OpenAI lays out a practical governance and investment framework for enterprise leaders as AI shifts from chat to longer-running agentic workflows.

Shadow AI is outpacing enterprise governance, Smarsh study finds

Only 26% of enterprises say AI governance keeps pace with deployment, and just 30% can detect shadow AI, per new Smarsh research.

Half of enterprises hit by AI agent security incidents as deployments surge, DigiCert finds

A DigiCert survey of 1,001 IT leaders finds 78% encountered AI security issues in six months, yet only half have formal governance programs.

Uber, Starbucks AI investments expose enterprise ROI gap

Uber burned its full 2026 AI budget in four months. Starbucks killed an AI inventory system after nine. Here's what enterprise operators must do differently.

AI cost reality bites: Uber, Starbucks, and the enterprise ROI reckoning

Uber burned its entire 2026 AI budget in four months. Starbucks scrapped its AI inventory system after nine months. Enterprise operators are now demanding proof

Enterprise AI moves from pilot to production in 2026, but gaps in governance and talent persist

Two major 2026 AI surveys show enterprise adoption accelerating fast, while governance, talent, and operational readiness struggle to keep pace.

IBM study finds only 11% of tech executives ready for AI agent scale as control gap widens

A new IBM IBV study of 2,000 CIOs and CTOs reveals a widening gap between AI deployment speed and organizational control, governance, and financial visibility.

Extreme Solidifies Networking Leadership with Major Enhancements to Extreme Platform ONE

Autonomous AI meets integrated security, simple pricing, and third-party management to power the next era of networking

Extreme Networks Reports Third Quarter Fiscal Year 2026 Financial Results

Revenue up 11% and SaaS ARR Growth Accelerates to 29% YoY on Extreme Platform ONE Growth; Secured Forward Supply Chain to Meet Demand and Stabilize Gross Margins

Kaseya unveils the first agentic IT management platform

Kaseya introduced an agentic IT management platform, powered by Kaseya Intelligence, that autonomously triages tickets, contains threats, and verifies backups.

The Business Case for AgTech: Better Data Is Key to Managing Risk on the Farm

Farming is under more pressure than it’s been in years. Costs are rising, prices are unpredictable, and every decision carries more weight than it used to. What many still think of as a traditional industry is quietly evolving, with more farmers turning to digital tools to manage risk and stay competitive. It’s not about chasing…

Power, Pressure, and Precision: What It Takes to Keep AI Online 24/7

The rise of generative AI and large-scale model training has transformed data centers into high-intensity “AI factories,” where workloads are no longer predictable or gradual. Unlike traditional cloud environments, AI data centers generate highly volatile and fast-changing power loads. Research shows that large-scale AI workloads can trigger rapid, synchronized spikes and drops in electricity…

QumulusAI Brings Fixed Monthly Pricing to Unpredictable AI Costs in Private LLM Deployment

Unpredictable AI costs have become a growing concern for organizations running private LLM platforms. Usage-based pricing models can drive significant swings in monthly expenses as adoption increases. Budgeting becomes difficult when infrastructure spending rises with every new user interaction. Mazda Marvasti, CEO of Amberd, says pricing volatility created challenges as his team expanded its…