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

reuters_tech

2/4/2026

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

Wall Street drops as AI worries hit tech stocks - Reuters

Roblox launches AI tech that generates functioning models with natural language - Reuters

Inside the Most Competitive Corner of Enterprise AI

Tech Voices: Huang on software sell-off, Su on AMD, Anthropic on ads

Conversing with Large Language Models using Dapr

'Discovery learning' AI tool predicts battery cycle life with just a few days' data

Uh Oh… Nvidia’s $100 Billion Deal With OpenAI Has Fallen Apart

[Launched] Generally Available: Azure Container Storage v2.1.0 now with Elastic SAN integration and on demand installation

Introducing c.ai labs

Mandelson’s links with US tech firm Palantir must be fully exposed, campaigners warn

Building Your First End-to-End ML Pipeline on AWS SageMaker: A Hands-On Guide

Mesmerizing 'cloud streets' emerge from Florida's frigid air

OpenClaw's OpenDoor problem is so bad that installing malware yourself might save time

Lookback on Zanzibar: How AI is Atomizing Society

Judge fines lawyers $12,000 over AI-generated submissions in patent case - Reuters

Google Is Spending Big to Build a Lead in the AI Energy Race - The Wall Street Journal

72-year-old Boulder Man Arrested for Creation of AI-generated Sexually Exploitative Images of Children - Boulder County (.gov)

Rent-a-Human Site Lets AI Agents Hire an IRL Set of Opposable Thumbs

AI Chip Startup Positron Raises $230 Million From Arm, Qatar to Compete With Nvidia - Bloomberg.com

Apple Beats Tech Stocks by Most in a Year as It Avoids AI Panic - Bloomberg.com

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)