AI's business model is still in beta, even as infrastructure spend hits historic highs. Nitin Mayande breaks down why unit economics haven't caught up to the hype, and lays out how Tellagence engineered its way around the same bottleneck.

We built a social analytics platform, so we're biased. We're also the people who got frustrated enough with the existing ones to build something different — here's what we'd tell you to ask before you buy.

A lot of AI tools will tell you what people said. Fewer will tell you what they meant. Here's the four-step process that separates real insight from confident noise.

The AI sentiment tool you're using right now probably gives different results on the same data depending on when you run it. Tellagence measured how inconsistent — and then solved it. Here's what the research found.

If you've ever wondered why AI summaries feel weirdly off, or why the same analysis run twice gives different results, the answer isn't the model. It's the data going in. Nitin Mayande, Tellagence's Chief Science Officer, breaks down the reliability problem at the core of AI text analysis and the framework his team published to solve it.