CloudIntelligence - AI & Cloud Business Intelligence

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Investment, Build vs Buy

Business
Workflow, ROI, Value

Design
Architecture, Scalability

Technical
Infrastructure, AI Workloads

Operations
Monitoring, FinOps

Featured Framework

Why 95% of AI Projects Fail
(And How to Be in the 5% That Succeed)

"70% of AI projects fail to deliver business value due to lack of strategic alignment and operational readiness." - MIT Sloan Management Review & BCG Study

"Through 2025, only 20% of analytic insights will deliver business outcomes, primarily due to poor architecture and integration." - Gartner Research

CloudIntelligence is your hub for exploring the success map (shown on left) for AI workloads on multi-cloud. We dive deep into AI architecture, cloud economics, and business value frameworks for enterprises to be in the successful 5%.

Explore Our Success Tools:

AI Strategy & ROI Tool

Strategic decision framework with investment calculators

Multi-Cloud Well-Architected Tool

Architecture assessment across AWS, Azure, and GCP

Integrated AI & Cloud Costs Explorer

Unified cost analysis distinguishing AI from traditional workloads

Read Complete Framework

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AI & Cloud Intelligence Hub

Daily intelligence tracking

Daily curation from hundreds of sources tracking AI, AWS, Azure, GCP innovations—frameworks, tools, cost optimization strategies, and architectural patterns.

Multicloud Intelligence:

AWS Azure GCP

Explore Our Exclusive AI News Archive Follow AI News at AINewsCycle.com

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Business Value & ROI

Architecture patterns & calculators

Decision frameworks for build vs. buy, architecture patterns with cost/security trade-offs, and interactive ROI calculators for AI initiatives.

Calculate ROI

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Well Architected Reviews

Assessment & optimization tool

Comprehensive WAFR assessments covering all 6 pillars with automated analysis, priority scoring, and actionable remediation recommendations.

Try WAFR Tool

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AI Workload Cost Intelligence

5-layer cost optimization

Advanced cost modeling distinguishing AI workload patterns from traditional cloud usage with unified optimization across AWS, Azure, and GCP.

Open Integrated AI+Cloud Costs Dashboard AI on Cloud Cost Optimization Strategies at CostOptimization.ai ^{COMING SOON}

Hourly AI Updates

Be Ahead with AI News

AI & Machine Learning

forrester_blogs

2/11/2026

Why 95% of AI Projects Fail (And How to Be in the 5% That Succeed)

Explore Our Success Tools:

AI & Cloud Intelligence Hub

Business Value & ROI

Well Architected Reviews

AI Workload Cost Intelligence

Hourly AI Updates

AI & Machine Learning

Fortune 500 CEOs Move AI to the Center of the Growth Agenda

Top small-cap information technology stocks surging above 200-Day moving average

Uber Eats launches AI cart assistant for grocery delivery

Cloudflare rises 5% as AI agent wave led by viral Moltbot boosts security demand

Meta launches AI algorithm personalization feature for Threads

Ray-Ban maker EssilorLuxottica says it more than tripled Meta AI glasses sales in 2025

Survey: Widespread Adoption of AI Hasn’t Yet Reduced Cybersecurity Burnout

How AI Is Transforming Data Analytics

Building What’s Next. Together. Introducing the Brickbuilder Partner Network for the Agentic AI Era

Domain Intelligence Wins: What “High-Quality” Actually Means in Production AI

NVIDIA Nemotron 3 Nano 30B MoE model is now available in Amazon SageMaker JumpStart

OpenAI Ads vs Claude: Real Fight Is Business Model

AI tools make potentially harmful errors in social work records, research says

Mistral Cites Euro Vision With $1.4B for Swedish AI Data Center

AI Psychosis, Gas Town, and Beads

What Does “The Shape of Thought” Look Like Inside an LLM?

When to Use Agentic AI Workflows — and When Simpler Is Better

OpenAI announced Monday that the US military will get access to ChatGPT via GenAI.mil; sources say the move came after months of deliberation among employees (Reed Albergotti/Semafor)

Qwen-Image-2.0 renders ancient Chinese calligraphy and PowerPoint slides with near-perfect text accuracy

OpenAI researcher quit over ads because she doesn't trust her former employer to keep its own promises

AI Research

Amazon Web Services

Microsoft Azure

Google Cloud Platform

Stay Ahead with AI & Cloud Intelligence

Why 95% of AI Projects Fail
(And How to Be in the 5% That Succeed)