Enterprise AI
30 articlesWhere the $660B AI capex meets real business outcomes
Enterprise AI is no longer a side project. JPMorgan moved AI off the R&D budget in 2026, treating it as core infrastructure alongside cybersecurity. Anthropic, Microsoft, and Salesforce are all reporting enterprise contracts worth hundreds of millions annually. The gap between companies capturing AI gains and those falling behind is widening: PwC found the top 20% of adopters capture 74% of all AI productivity gains.
Latest in Enterprise AI
IBM Bets 5 Billion to Secure Open Source Supply Chain
IBM and Red Hat commit 5 billion and 20,000 engineers to Project Lightwell, an AI clearinghouse patching open source flaws for banks like JPMorgan.
AMD Venice Beats Intel to 2nm With 256-Core EPYC Chip
AMD ramps its 256-core EPYC Venice on TSMC 2nm, the first HPC chip in volume production at the node, with a 70 percent performance jump.
Mistral Launches Industrial AI With Airbus and BMW
Mistral launches a physics-aware industrial AI stack with Airbus, BMW, EDF and CMA CGM, days after buying Vienna startup Emmi AI to power it.
Dell Breaks Records as AI Server Revenue Hits $60B
Dell raised its FY27 AI server revenue target to $60 billion on a record $51.3 billion backlog, and the stock spiked nearly 30% after hours.
ByteDance Bets $70B on AI to Challenge US Tech Giants
ByteDance is weighing up to $70B in 2026 AI capex, funded by $50B in 2025 profit, as it races to lead China's AI market and rival US labs.
Google TPU 8t Cuts AI Training Cost, Beats Nvidia Pod
Google split its eighth-gen TPU into the 8t and 8i on May 28, cutting AI training cost 2.7x and scaling to 1 million chips to challenge Nvidia directly.
Anthropic 965B Valuation Surpasses OpenAI in 65B Round
Anthropic raised 65B at a 965B valuation on May 28, eclipsing OpenAI for the first time as a 47B revenue run rate and Claude Opus 4.8 reset the AI race.
OpenAI Buys Tomoro to Staff Its New $4B Consulting Army
OpenAI pairs $4B from 19 investment firms with 150 Tomoro engineers to embed AI inside Fortune 500 enterprises, with enterprise revenue at 40% of total and rising.
NBER: 6,000 Execs See Zero AI Productivity Gains
An NBER study of 6,000 executives in four countries finds 89% report zero AI productivity gain, even as 40,000 workers lost jobs in Q1 2026.
Google Cloud's Cross-Cloud Lakehouse Ends Egress Fees for AI
Google Cloud's Apache Iceberg Cross-Cloud Lakehouse and AI Knowledge Catalog eliminate data egress fees and enable AI agents across AWS, Azure, and GCP.
PwC: Top 20% of All Companies Capture 75% of AI Gains
PwC's 2026 AI Performance Study shows 75% of AI's economic gains concentrate in 20% of companies, with top firms targeting growth over pure productivity.
Salesforce Agentforce Hits $800M ARR as SaaS Era Ends
Salesforce Agentforce hit $800 million ARR in Q4 FY26, up 169% year-over-year, as Summer '26 launches multi-agent AI for enterprise workflows.
Cisco's AI Bet Pays Off: $9B in Orders, Stock Surges 17%
Cisco raised its full-year AI infrastructure order target to $9 billion after Q3 revenue hit a record $15.8 billion, up 12%, with networking up 25%.
Mistral Workflows Solves Enterprise AI's Production Gap
Mistral AI's Workflows platform uses Temporal's engine to move enterprise AI from prototype to production, with millions of daily executions running.
OpenAI DeployCo Raises $4B to Win the Enterprise AI War
OpenAI's DeployCo raises $4 billion from TPG, Bain, and McKinsey to deploy AI across 2,000+ businesses, directly challenging Anthropic's enterprise push.
SAP Bets 224 Agents and Claude Will Own the Enterprise
SAP deployed 224 AI agents and 51 assistants at Sapphire 2026, naming Anthropic's Claude its primary reasoning model across finance, HR, and supply chain.
Sierra Raises $950M as Enterprise AI Race Heats Up
Sierra closes $950M at $15.8B valuation led by Tiger Global, after hitting $150M ARR in 8 quarters with 40% Fortune 50 penetration.
Anthropic Passes OpenAI in Business Adoption for First Time
Ramp data from May 2026 shows Anthropic at 34.4% business adoption vs. OpenAI's 32.3%, a stunning reversal from just 9% a year ago, driven by Claude Code.
Anthropic Bets $1.5B That It Can Out-Consult McKinsey
Anthropic's $1.5B joint venture with Blackstone and Goldman targets PE-owned companies in healthcare, manufacturing, and financial services.
Sierra Raises $950M to Own the $400B Customer Service Market
Sierra hit $150M ARR in 8 quarters with a $950M raise at $15.8B, targeting the $400B global customer service market with AI agents.
Sierra Hits $15B as 40 Percent of Fortune 50 Uses Its AI
Sierra raises $950 million at a $15 billion valuation, with 40 percent of the Fortune 50 now running its AI customer experience agents.
Microsoft Just Handed Anthropic a Key to 300 Million Offices, And OpenAI Should Be Worried
May 12, 2026Microsoft Just Handed Anthropic a Key to 300 Million Offices, And OpenAI Should Be Worried
Microsoft's Copilot Cowork, built on Anthropic's Claude, marks a multi-model pivot that threatens OpenAI's grip on 300 million enterprise users and redefines who owns the enterprise AI stack.
Red Hat Just Declared the AI Experiment Over, Here's What Production Actually Looks Like
May 12, 2026Red Hat Just Declared the AI Experiment Over, Here's What Production Actually Looks Like
At Summit 2026 in Atlanta, Red Hat unveiled AI Enterprise, a co-engineered NVIDIA AI Factory, and llm-d, an open-source distributed inference framework achieving 50,000 tokens per second on 256-GPU B200 clusters.
The C-Suite Just Got a New Seat, 76% of Companies Already Filled It
IBM's global CEO study finds 76% of organizations now have a Chief AI Officer, up from 26% a year ago, as boards scramble to assign accountability for AI.
Writer's AI Agents Don't Wait to Be Asked, And That Changes Everything About Enterprise AI
May 12, 2026Writer's AI Agents Don't Wait to Be Asked, And That Changes Everything About Enterprise AI
Writer's Skills and Playbooks launch in March 2026 introduces event-driven agents that execute enterprise workflows without human prompting, taking direct aim at Microsoft, Amazon, and Salesforce.
Enterprises Are Burning $401 Billion on AI Hardware Running at 5% Capacity. The Math Should Terrify Every CFO.
May 12, 2026Enterprises Are Burning $401 Billion on AI Hardware Running at 5% Capacity. The Math Should Terrify Every CFO.
Cast AI's 2026 Kubernetes report finds enterprise GPU fleets averaging 5% utilization, six times worse than a no-effort baseline, exposing a $381 billion annual infrastructure waste crisis.
SAS Figured Out What AI Vendors Keep Getting Wrong About Enterprise: It's Not the Model, It's the Governance
May 12, 2026SAS Figured Out What AI Vendors Keep Getting Wrong About Enterprise: It's Not the Model, It's the Governance
At Innovate 2026, SAS unveiled AI Navigator for multi-vendor AI governance and Quantum Lab with 100x speed claims, betting that trust beats capability.
NVIDIA Just Handed 17 Enterprise Giants an Open-Source Agent Army, and the Target Is Microsoft
May 12, 2026NVIDIA Just Handed 17 Enterprise Giants an Open-Source Agent Army, and the Target Is Microsoft
NVIDIA's open-source Agent Toolkit and its 17 enterprise partners signal a bid to own the governance and runtime layer of enterprise AI agents.
The SaaSpocalypse: $285 Billion Vanished in 48 Hours, and the Real Story Is Worse Than Anyone's Saying
May 11, 2026The SaaSpocalypse: $285 Billion Vanished in 48 Hours, and the Real Story Is Worse Than Anyone's Saying
On February 3, 2026, $285 billion was erased from SaaS stocks in 48 hours. AI-native enterprise spending surged 94% YoY while traditional SaaS grew just 8%.
Salesforce Just Killed Per-Seat Pricing, and Every CFO Signing Enterprise Deals Is About to Feel It
May 10, 2026Salesforce Just Killed Per-Seat Pricing, and Every CFO Signing Enterprise Deals Is About to Feel It
Salesforce's AELA bundles Agentforce, Data Cloud, and MuleSoft into flat-fee contracts, and Gartner warns renewals will carry 6-15% above-inflation increases.