Automating SEO

Over the weekend I built a tool to begin to automate the SEO efforts for my companies - I strongly believe that SEO is a great growth channel, but most people are not patient enough to see great outcomes. With Stairway, we were able to be the top search result…

The New Architecture

It's no secret that artificial intelligence (AI) is transforming the software development world. But what's currently less discussed is the significant difference in architecture between traditional software development and AI-driven development, and the implications of this. In the olden days, software development was deterministic, using logical…

AI Flywheels

The most compelling AI-first companies will find a clear flywheel: a good product begets users begets more data, easing research complexity to build stronger generalized models which begets great products. — Suhail (@Suhail) January 28, 2023 I've written before about flywheels more generally within digital products and the building…

Unlocking value in AI

2022 brought with it a lot of new advances to the accessible capabilities of artificial intelligence. Following on from that, I believe that 2023 will be the year that artificial intelligence finds much more mainstream adoption, as products are built on top of the infrastructure itself, for specific use cases.…