
AI That Works: Overcoming Common Pitfalls and Building for Success
Why do most AI projects never reach production, and how not to fall into the same trap? This guide from CHI Software uncovers the root causes of failure and provides actionable strategies, expert insights, and a roadmap for building business-aligned AI systems.
Download this free e-book and get the expert-backed guide to understand how to lead your AI project to success.
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Explore how data quality, poor business process alignment, and lack of support for implementation and maintenance make 87% of AI initiatives stall.
Understand how data, models, and applications create a solid foundation for AI initiatives and how to optimize each layer for maximum impact.
Get expert advice on picking the right development approach based on your business goals and internal capabilities.

See how industry giants like Netflix, Tesla, and Jasper AI make strategic infrastructure decisions to turn AI into real business value.
Follow a step-by-step plan to move from planning to deployment and scaling.
Learn actionable advice, MLOps best practices, and cost optimization strategies from CHI Software and Microsoft.

FAQs
Still not sure if you need this e-book or not? These FAQs will clarify how “AI That Works” can guide your strategy, from getting started with AI to scaling existing initiatives.
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Who is this e-book intended for?
This e-book is for business and tech leaders who are responsible for turning AI from concept into impact, including C-level executives, heads of data, solution architects, and innovation managers who make infrastructure and strategy decisions.
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How will this e-book help me avoid costly mistakes?
This e-book explains how to select your ideal approach to AI model creation, shares cost optimization strategies and provides a comprehensive roadmap. With a complete picture of the risks, opportunities, and even a plan for implementing AI in your business, your chances of making costly mistakes are minimal.
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Why trust CHI Software and Microsoft’s perspective?
With over seven years of experience in AI implementation, CHI Software has seen it all, from building AI systems from scratch to helping businesses scale. Our team of 80 AI engineers has fixed every mistake outlined in this e-book, so we combined our hands-on experience with Microsoft’s global expertise to offer you a well-rounded perspective you can rely on.
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What’s the benefit of using a structured framework for AI implementation?
A structured framework brings:
- Better infrastructure decisions: Choose the right tools and architecture from the start;
- Smarter prioritization: Focus on what drives real business impact;
- Faster path to production: Move from prototype to deployment without getting stuck;
- Fewer integration issues: Synchronize data, models, and systems early on.
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Will this e-book help with long-term AI scalability?
Sure thing! This e-book outlines stages and strategies for implementing a growth-oriented AI system from the ground up and provides a practical timeline to guide your AI expansion efforts.
CHI Software also highlights how market leaders maintain scalable AI systems and shows real-world results you can learn from.