Understanding AI Limitations and When Not to Use It
AI tools are useful. I use them daily. But the hype has outpaced reality, and understanding where AI fails matters as much as knowing where it succeeds. I've watched people…
AI tools are useful. I use them daily. But the hype has outpaced reality, and understanding where AI fails matters as much as knowing where it succeeds. I've watched people…
AI ethics isn't about philosophy debates in academic journals. It's about avoiding lawsuits, regulatory penalties, reputational damage, and harm to customers and employees. Every business deploying AI faces practical ethical…
Small businesses face a peculiar AI dilemma. Enterprise companies have dedicated teams and seven-figure budgets for AI implementation. Startups often build AI into their products from day one. But established…
B2B SaaS keyword research differs fundamentally from consumer-focused SEO. You're not targeting millions of shoppers. You're targeting specific professionals with specific problems who can authorize significant software purchases. A keyword…
Translation used to mean choosing between expensive human translators or embarrassing machine output. Neither worked for businesses needing to move fast across languages. AI has changed this calculus. Modern translation…
Customer success is the single most important function in a SaaS company after product-market fit. I've watched SaaS companies with great products fail because customers churned faster than sales could…
Software as a Service changed how we think about business metrics. When customers pay monthly instead of once, the math of running a business changes completely. Traditional metrics like quarterly…
The Rule of 40 is one of those metrics that sounds arbitrary but turns out to be remarkably useful. It provides a single number that balances growth and profitability, helping…
Cohort analysis is one of those concepts that sounds academic until you see it reveal patterns hiding in your data. Aggregate metrics like overall churn rate or average revenue per…
Sales teams are expensive. Product-led growth isn't. That's the simple thesis behind PLG, the strategy that's reshaped how software gets built and sold. Let users experience the product first, pay…
Customer support is expensive. Every ticket handled by a human costs time, salary, and management overhead. Scale your customer base and support costs scale with it, often faster. AI automation…
Sales teams spend most of their time on activities that don't close deals. Research shows salespeople dedicate only about a third of their hours to actual selling. The rest goes…