✨ From 15+ years leading data, analytics, & AI (and as important - people) at Fortune 50 companies

Get better at the parts AI can't teach you

Politics. People. Principles. Real stories from the front lines.

57
Analytics Principles
19
Chapters & Essays
9
Free to Start
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The Foundation Is Everything

Before you build sophisticated analytics, machine learning models, or AI solutions, your data foundation must be solid. Bad data leads to bad analytics—every single time.

Without Foundation: Garbage in, garbage out—no matter how advanced your tools

With Foundation: Clean data enables confident decisions at every level

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The Reality: Most "analytics failures" are actually data quality failures

That's why we focus on both data mistakes and analytics mistakes. You can't succeed at one without mastering the other.

Common Data & Analytics Pitfalls

Start with 6 always-free cards covering foundational mistakes. Upgrade to access 9 premium cards rotating monthly for fresh insights.

✨ Premium cards rotate monthly • Each has specific examples & 3 tactical steps

📖 Business Fable Meets Analytics

The Auction Block

Follow Sarah Chen's journey from chaos to unicorn at ClassicMotors.io—a startup drowning in dashboards, vanity metrics, and analysis paralysis

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A Story of Data, Dashboards & Discovery

47 unused dashboards. 1 million vanity users. Six months debating Premium Listings. Sarah must transform ClassicMotors before they run out of money.

4 free chapters: 1-4
6 premium chapters with business frameworks
Audio narration for each chapter

The Transformation

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47 Dashboards → 8
Kill the waste, focus on value
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Vanity → Actionable Metrics
Stop celebrating what looks good on slides
6 Months → 2 Weeks
Ship at 70% confidence, learn fast
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Chaos → $1.2B Unicorn
Discipline over magic, every time
Start Reading Free

No credit card required • 6 cards + first 3 chapters free forever

How It Works

Four simple steps to transform how you approach data and analytics

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STEP 01

Browse Cards

Explore pitfalls and principles organized by category

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STEP 02

Understand

Learn what goes wrong and what to do instead with real examples

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STEP 03

Apply

Use tactical steps when you hit these situations in your work

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STEP 04

Reference

Bookmark and return—your go-to library for avoiding pitfalls

Everything You Need

57 Principle Cards

9 free to start, 57 total with complete collection. Each with specific examples, numbers, and tactical steps.

Practitioner Feedback

Real-world applications from analytics leaders who tested these principles. Social proof that these methods work.

Business Fable

15 chapters + 4 leadership essays. Follow Sarah Chen's journey and see principles in action through memorable stories.

Trusted by Data & Analytics Leaders

"This transformed how our team approaches data strategy. The 'Dashboard Overload' card alone saved us months of work."

VP of Analytics
Fortune 100 Retailer

"Finally, a resource that speaks to real analytics challenges. Not just theory—actual pitfalls I've experienced."

Chief Data Officer
Healthcare Tech

"The practitioner feedback gives me confidence these methods actually work. Real examples from people who've been there."

Director of Data Science
Financial Services

Ready to Avoid Common Data Mistakes?

The foundation matters most. Start with 6 free cards covering essential data and analytics pitfalls. Upgrade anytime to access 9 premium cards—with fresh cards every month.