Aashish Nanavati · Thought leadership

AI-native GTM engineering, built outside-in: sequence market, motion, proof, and signals before AI, so the stack compounds, and you know whether to hire, fractionalise, or wire tools.

For operators who already have the tools and now need sequencing, evidence discipline, and clearer decisions.

01What thought leadership means here

Outside-in diagnosis

Every argument starts with the market's reality and works inward. Your stack is the last thing examined, not the first.

Reasoning is shown, sources are cited, and opinion is labelled as opinion. No invented benchmarks, no borrowed numbers.

No gated PDFs, no calendar links. If the thinking is useful, read the next piece. That is the whole funnel.

02What this is not

No pitch hides at the bottom of the page.

03Start here

The framework

Five rings, outer to core. Each one writes down a decision before the next is allowed to run.

The writing

Long-form pieces on sequencing, proof, signals, and what AI should be allowed to scale. The first is live.

Read the thinking