Our Thinking

Insights & Analysis

AI strategy, automation patterns, and real-world implementation notes from the talpur.ai team.

AI Strategy

Why most AI projects fail before they start

The problem isn't the technology. It's the lack of a clear problem worth solving. Here's how we approach AI feasibility before writing a single line of code.

May 20256 min read
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Support Automation

How self-improving support systems actually work

A breakdown of how AI learns from call transcripts and converts conversations into structured, improving knowledge.

April 20254 min read
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Sales Automation

The 3 metrics that matter in AI lead generation

Intent score, enrichment accuracy, and routing speed. We break down what to measure and what to ignore.

March 20255 min read
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