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Ai Deployment

30 articles from Software & Technology practitioners

Cloudera Partners With Mistral to Run AI Models Closer to Enterprise Data

Cloudera Partners With Mistral to Run AI Models Closer to Enterprise Data

Cloudera announced a Sept. 10 partnership with Mistral to integrate AI models into its data platform for on-premises and sovereign deployments.

MarketScale Newsroom·Sep 10, 2026

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.

MarketScale Newsroom·Sep 5, 2026
AI projects now start with hiring and fiber, not models

AI projects now start with hiring and fiber, not models

SSA’s agentic AI RFI, New York’s IBM enterprise deal, Kyndryl’s VMware training push, and Zayo’s Corning fiber pact point to the same constraint: execution capa

MarketScale Newsroom·Aug 28, 2026
74% of enterprises have deployed AI, but half still can't measure what it's worth

74% of enterprises have deployed AI, but half still can't measure what it's worth

Enterprise AI is live nearly everywhere, yet a value gap, model cost pressure, and a wave of industrial consolidation are reshaping how operators must manage it

MarketScale Newsroom·Aug 18, 2026
OpenAI's DeployCo and $150 million partner program signal a new enterprise playbook for AI adoption

OpenAI's DeployCo and $150 million partner program signal a new enterprise playbook for AI adoption

OpenAI is embedding engineers directly inside client operations to close the gap between model capability and real-world business value.

MarketScale Newsroom·Aug 17, 2026
Enterprise AI's ROI reckoning: budget discipline, open-weight models, and industrial acquisitions are reshaping how operators deploy

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.

MarketScale Newsroom·Aug 13, 2026
74% of enterprises run AI in production, but half can't prove it pays off

74% of enterprises run AI in production, but half can't prove it pays off

AI is live across enterprise operations, yet ROI blindness, vendor dependency, and a data-center land rush signal a market at a critical inflection point.

MarketScale Newsroom·Aug 12, 2026
Enterprise AI tools are splitting the market between productivity gains and unresolved governance gaps

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.

MarketScale Newsroom·Jul 31, 2026
OpenAI's $150 million enterprise push puts forward deployed engineers inside client operations

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.

MarketScale Newsroom·Jul 30, 2026
Spectro Cloud closes $100 million Series D to push AI infrastructure into enterprise production

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.

MarketScale Newsroom·Jul 26, 2026
AI is deployed in 57% of enterprises, but only 11% have hit their top two goals

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.

MarketScale Newsroom·Jul 26, 2026
Anthropic and Blackstone's $1.5B Ode venture signals that AI implementation is the enterprise battleground, not model quality

Anthropic and Blackstone's $1.5B Ode venture signals that AI implementation is the enterprise battleground, not model quality

Ode with Anthropic, a $1.5B joint venture backed by Blackstone and Goldman Sachs, launches to embed elite engineers inside enterprises and compete with OpenAI's

MarketScale Newsroom·Jul 26, 2026
Kyndryl's 2026 People Readiness Report: AI deployment hit 57% of enterprises, but only 11% are hitting their goals

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.

MarketScale Newsroom·Jul 24, 2026
Salesforce commits $1 billion to Switzerland over five years to expand Agentforce deployments

Salesforce commits $1 billion to Switzerland over five years to expand Agentforce deployments

Salesforce is putting $1B into Switzerland over five years, backing agentic AI rollouts, workforce programs, and partner expansion across Swiss enterprise secto

MarketScale Newsroom·Jul 23, 2026
Anthropic's $1.5B implementation venture Ode signals that deploying AI beats building it

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.

MarketScale Newsroom·Jul 22, 2026
AI governance gaps are blocking enterprise scale-up across the Middle East

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.

MarketScale Newsroom·Jul 21, 2026
Anthropic's $1.5B joint venture Ode puts forward-deployed engineers inside enterprise clients to close the AI implementation gap

Anthropic's $1.5B joint venture Ode puts forward-deployed engineers inside enterprise clients to close the AI implementation gap

Ode with Anthropic, a $1.5B joint venture backed by Blackstone, Goldman Sachs, and Hellman & Friedman, embeds engineers directly inside enterprises.

MarketScale Newsroom·Jul 20, 2026
Only 11% of S&P 500 firms have deeply integrated AI, MIT study finds

Only 11% of S&P 500 firms have deeply integrated AI, MIT study finds

A new MIT FutureTech study finds just 11% of S&P 500 firms have deeply integrated AI, with tech firms driving two-thirds of that adoption.

MarketScale Newsroom·Jul 19, 2026
Only 26% of enterprises say AI governance keeps pace with deployment, Smarsh study finds

Only 26% of enterprises say AI governance keeps pace with deployment, Smarsh study finds

A Smarsh study conducted by FTI Consulting finds 55% of enterprises are deploying AI but only 26% have governance that matches the pace.

MarketScale Newsroom·Jul 16, 2026
Only 26% of enterprises have operationalized AI at scale, FPT-Forrester study finds

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

MarketScale Newsroom·Jul 15, 2026
B2B Tech Asia Expo 2026 puts agentic AI at the center of enterprise automation

B2B Tech Asia Expo 2026 puts agentic AI at the center of enterprise automation

Jakarta's B2B Tech Asia Expo 2026 showcased agentic AI and no-code agent deployment as the next frontier for enterprise operations in Asia-Pacific.

MarketScale Newsroom·Jul 12, 2026
Shadow AI is outpacing enterprise governance, Smarsh study finds

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.

MarketScale Newsroom·Jul 10, 2026
Enterprise AI spending hits a wall: companies ration tokens, redirect budgets

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.

MarketScale Newsroom·Jul 10, 2026
Logicalis earns Microsoft Frontier Partner status as enterprise AI deployments move past the pilot stage

Logicalis earns Microsoft Frontier Partner status as enterprise AI deployments move past the pilot stage

Logicalis has achieved Microsoft Frontier Partner status and a Copilot specialization, signaling readiness to scale enterprise AI with governance built in.

MarketScale Newsroom·Jul 10, 2026
Half of enterprises hit by AI agent security incidents as deployments surge, DigiCert finds

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.

MarketScale Newsroom·Jul 9, 2026
Eighty percent of U.S. factories have no automation. Here's what's holding them back

Eighty percent of U.S. factories have no automation. Here's what's holding them back

Most U.S. manufacturers believe AI is critical to their future, yet 80% of facilities run with zero automation. Execution, not belief, is where the gap lies.

MarketScale Newsroom·Jul 8, 2026
Southeast Asia's enterprise AI push hits a familiar wall: data, talent, and integration debt

Southeast Asia's enterprise AI push hits a familiar wall: data, talent, and integration debt

SEA enterprises are accelerating AI investment, but legacy infrastructure, talent gaps, and ERP friction continue to stall real deployment.

MarketScale Newsroom·Jul 8, 2026
AI cost reality bites: Uber, Starbucks, and the enterprise ROI reckoning

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

MarketScale Newsroom·Jul 5, 2026
Microsoft launches Frontier Co. with $2.5B and 6,000 engineers to embed AI into enterprise operations

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.

MarketScale Newsroom·Jul 4, 2026
Enterprise AI moves from pilot to infrastructure as agentic platforms define the next buying cycle

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.

MarketScale Newsroom·Jun 25, 2026
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