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Intelligence That Keeps You Ahead in AI

Strategic
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:
đź’°

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
🏗️

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

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

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seekingalpha_tech

2/11/2026

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

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cnbc_tech

2/11/2026

Uber Eats launches AI cart assistant for grocery delivery

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cnbc_tech

2/11/2026

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

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cnbc_tech

2/11/2026

Meta launches AI algorithm personalization feature for Threads

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cnbc_tech

2/11/2026

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

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darkreading_cloud

2/11/2026

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

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databricks

2/11/2026

How AI Is Transforming Data Analytics

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databricks

2/11/2026

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

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databricks

2/11/2026

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

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aws_ml

2/11/2026

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

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nanonets_blog

2/11/2026

OpenAI Ads vs Claude: Real Fight Is Business Model

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guardian_ai2

2/11/2026

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

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ai_business

2/11/2026

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

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towards_ai

2/11/2026

AI Psychosis, Gas Town, and Beads

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towards_ai

2/11/2026

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

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odsc_medium

2/11/2026

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

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techmeme

2/11/2026

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)

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the_decoder

2/11/2026

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

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the_decoder

2/11/2026

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

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53,120 articles available in our archive