CloudIntelligence Labs
Investment, Build vs Buy
Workflow, ROI, Value
Architecture, Scalability
Infrastructure, AI Workloads
Monitoring, FinOps
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 & 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.
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.
Well Architected Reviews
Assessment & optimization tool
Comprehensive WAFR assessments covering all 6 pillars with automated analysis, priority scoring, and actionable remediation recommendations.
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.
Hourly AI Updates
Be Ahead with AI NewsAI & Machine Learning
11/20/2025
Streaming platform Twitch added to Australia's teen social media ban
Read original article11/20/2025
LLM Context Window Stress Testing: Reliability Under Load
Read original article11/20/2025
Opinion | Universities Need More AI, Not Less - The Wall Street Journal
Read original article11/20/2025
GitHub and Microsoft Use AI To Fix Security Debt Crisis
Read original article11/20/2025
How AI can magnify your tech debt - and 4 ways to avoid that trap
Read original article11/20/2025
OpenAI partners with Foxconn to design and develop data center server racks to be manufactured in the US; Foxconn will produce cabling, power systems, and more (Bloomberg)
Read original article11/20/2025
Building an Air-Gapped AI Defense System in Python (No Cloud APIs)
Read original article11/20/2025
I put an Air-Gapped Neural Network in my pocket (Python on Android)
Read original article11/20/2025
AI godfather Yann LeCun to leave Meta and start own firm - BBC
Read original article11/20/2025
Target says it's working with ChatGPT for AI-assisted shopping - CBS News
Read original article11/20/2025
OpenAI Partners With Foxconn to Design Hardware for Data Centers - Bloomberg.com
Read original article11/20/2025
Foxconn to spend up to $3 billion a year on AI, chair sees China EV shakeout - Reuters
Read original article11/20/2025
Unified Compliance with AI: Optimizing Regulatory Demands with Internal Tools
Read original article11/20/2025
Everyone can use ChatGPT Group Chat now for free - here's how to try it
Read original article11/20/2025
New modeling approach predicts errors in quantum computers before they occur
Read original article11/20/2025
Grok says Elon Musk is better than basically everyone, except Shohei Ohtani
Read original article11/20/2025
Cops Used Flock to Monitor No Kings Protests Around the Country
Read original article11/20/2025