AI deployment

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.

Enterprise AI's ROI reckoning: budget discipline, open-weight models, and industrial acquisitions are reshaping how operators deploy

Three forces are converging in enterprise AI: tighter spending controls, cheap open-weight models, and multibillion-dollar industrial deals.

Enterprise AI tools are splitting the market between productivity gains and unresolved governance gaps

Microsoft, Salesforce, and Google are rolling out AI tools at scale, but CIOs face real cost, trust, and skills challenges before the gains materialize.

OpenAI's $150 million enterprise push puts forward deployed engineers inside client operations

OpenAI launched a standalone services firm and a $150M partner program to close the gap between AI model access and real enterprise deployment.

AI is deployed in 57% of enterprises, but only 11% have hit their top two goals

Kyndryl's 2026 People Readiness Report finds enterprise AI deployment has surged while workforce confidence and goal attainment have both fallen.

Kyndryl's 2026 People Readiness Report: AI deployment hit 57% of enterprises, but only 11% are hitting their goals

AI is in 57% of enterprises, yet only 11% have hit both top objectives. Kyndryl's new report explains why workforce readiness is the missing variable.

Anthropic's $1.5B implementation venture Ode signals that deploying AI beats building it

Ode with Anthropic, a $1.5B joint venture with Blackstone, bets forward-deployed engineers are the missing link in enterprise AI adoption.

AI governance gaps are blocking enterprise scale-up across the Middle East

Many enterprises stall AI adoption not because of technology limits, but because internal governance frameworks haven't kept pace with deployment speed.

Only 26% of enterprises have operationalized AI at scale, FPT-Forrester study finds

A Forrester Consulting study commissioned by FPT surveyed 397 global decision-makers and found a wide gap between AI investment and real enterprise-wide deploym

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.

Enterprise AI spending hits a wall: companies ration tokens, redirect budgets

Major enterprises including Uber, Meta, and Salesforce are rationing AI access and redirecting employees to cheaper tools as token costs rise.

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.

Microsoft launches Frontier Co. with $2.5B and 6,000 engineers to embed AI into enterprise operations

Microsoft's new Frontier Co. subsidiary will embed 6,000 engineers and consultants directly with enterprise clients to accelerate AI deployment.

Enterprise AI moves from pilot to infrastructure as agentic platforms define the next buying cycle

Enterprise AI spending is accelerating fast, and agentic platforms are raising the bar on what production-ready deployment actually requires.

Enterprise AI adoption shifts from pilot projects to core business strategy

Enterprise AI is moving beyond experimentation into full-scale deployment, reshaping operations, decision-making, and competitive positioning across industries.

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.