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Kaustubh Raykar
AI & ML Engineer • 1d
Hot Take: Your Company Doesn't Need AI. It Needs Better Processes. Everyone's talking about AI transformation. But here's what I've seen in multiple organizations: most "AI problems" are actually process problems in disguise. You want AI to automate your customer service? Fix your knowledge base first. You want AI to optimize operations? Start with basic data collection. It's like trying to put a sports car engine in a bicycle. Sure, it's powerful, but you're missing the point. Here's the uncomfortable truth: AI amplifies what you already have. Good processes become great. Bad processes become expensive disasters. I've seen companies spend six figures on AI solutions when a simple workflow change would have solved 80% of their problems for free. The companies getting real ROI from AI? They had their fundamentals locked down first. Clean data, clear processes, defined metrics. AI isn't magic. It's a multiplier. And zero multiplied by anything is still zero. Before you build that AI strategy, ask yourself: are you trying to automate excellence or efficiency? Because automation without excellence is just expensive chaos. If you're dealing with this exact problem and need someone who can spot the difference between real AI opportunities and expensive distractions, let's talk.
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