The best teams use data like a lawyer uses evidence: to build a case. The worst teams use data like a drunk uses a lamppost: for support, not illumination. Which one are you? thecrankypm.com/p/why-data-dri…

You're measuring 67 metrics but can't answer why people use your product. If everything is important, nothing is important. Stop tracking outputs. Start tracking outcomes. thecrankypm.com/p/why-data-dri…

Your dashboards grew from 3 meaningful metrics to 24 meaningless ones. Here's how zombie KPIs, vanity metrics, and metric inflation kill clarity. thecrankypm.com/p/metric-creep…

Your dashboard has 24 metrics but you can't answer the three questions that actually matter: Are we making money? Are customers happy? Are good people staying? This is metric creep, and it's killing your ability to make decisions. thecrankypm.com/p/metric-creep…

Zombie metrics are measurements that once served a purpose but now just consume analyst time and confuse everyone. Nobody wants to be the one to suggest stopping measurement. What if leadership asks about it? So the zombies persist. Forever. thecrankypm.com/p/metric-creep…

Employee engagement up 15%! Website traffic up 200%! Dashboard looks amazing! Meanwhile your business is dying. Vanity metrics feel productive but they're just organizational circle jerking. Stop measuring what's easy and start measuring what matters. thecrankypm.com/p/metric-creep…

The final stage of metric creep: meetings about metrics. Not meetings where metrics drive decisions—meetings debating what metrics mean. Six highly paid professionals spend hours discussing whether monthly active users should include weekend logins. Your business continues,

If you can't define specific actions at different metric values, you don't need the metric. Customer satisfaction drops below 80%—what will you do? Rises above 95%—what will you do? No answer? Kill the metric. Stop measuring, start deciding. thecrankypm.com/p/metric-creep…

Your customer-centric approach isn't about being nice, it's about making money. Real customer-centricity drives revenue, not satisfaction scores. thecrankypm.com/p/customer-cen…

Your "customer-centric" approach isn't about being nice. It's about making money. Most teams perform customer obsession theater. They collect permission slips instead of validating real problems. Here's why real customer-centricity is ruthless and profitable:

You're not customer-centric. You're customer-adjacent. You send NPS surveys like confetti, create Netflix-quality personas, and quote feedback that magically aligns with your roadmap. Meanwhile, your customers are quietly unsubscribing. Real customer-centricity looks

Stop asking "Would you use this feature?" Start asking "How much does this problem cost you?" The difference between those two questions is the difference between performing customer-centricity and practicing it. One collects permission slips. The other validates real problems.

Fake customer-centricity costs you: Expensive do-over death marches High acquisition costs Customer churn you could prevent Competitors eating your lunch Real customer-centricity drives revenue. Here's the difference: thecrankypm.com/p/customer-cen…

When was the last time you watched a customer try to accomplish something with your product? If you can't remember, you're building in a vacuum. Customer-centric delivery means ruthless problem validation, continuous reality checks, and prioritizing customers who generate the

Tech's 2025 innovation wasn't breakthrough technology, it was breakthrough bullshit. Here's the hall of fame for rebranding old code as revolution. thecrankypm.com/p/tech-buzzwor…

Your vendor's 2025 pitch, translated: "AI-Native" = Has a text box "Agentic Workflows" = Cron jobs "Semantic Layer" = Database views "Compound AI" = Multiple API calls "Multimodal AI" = Accepts different file types You're not paying for innovation. You're paying for rebranding.

Where are all the AI-built production apps? After a year of tools promising "build entire applications from prompts," we got: 60-70% solutions Security vulnerabilities Developers still required Even Lovable admits they need "human help" to make prototypes "enterprise-grade."

Gartner: 40% of agentic AI projects will be canceled by 2027 Carnegie Mellon: AI agents fail 70% of real-world tasks Microsoft: Can't sell enterprises on their agents Tech industry: "But have you tried our SEMANTIC LAYER?" I documented 2025's entire rebranding racket:

The tech industry spent 2025 perfecting semantic gymnastics. Your cron jobs became "agentic workflows." Your database views became "semantic layers." Your API calls became "compound AI." And somehow you were supposed to believe this was worth the consulting fees. Full