Karan

I code.

[Karan @karn2407]

That's the framework.

Follow for more on building AI for startups.

No hype. Just what works.

[Karan @karn2407]

"Should we build churn prediction?"

Here's how I actually answer: 🧵

[Karan @karn2407]

If your product has fundamental problems, no model will save you.

Fix the basics first. Then add the fancy stuff.

[Karan @karn2407]

Tomorrow: When you actually need churn prediction (and when you don't).

Follow for more on AI that actually works.

[Karan @karn2407]

A founder spent $50K on churn prediction.

Retention improved by 3%.

Here's what went wrong: 🧵

[Karan @karn2407]

The real ratio:

Prediction = 20% of the work.
Response system = 80%.

Most vendors sell you the 20% and wish you luck.

[Karan @karn2407]

Tomorrow: The $50K mistake I keep seeing founders make.

Follow for more on AI for startups.

[Karan @karn2407]

Your "we miss you" emails don't work.

Here's what's actually happening when customers churn: 🧵

[Karan @karn2407]

The difference:

One company reacts to cancellations.
The other predicts them weeks in advance.

This used to be enterprise-only tech. Now any startup can use it.

But most build it wrong.