AI in practice
How I weave AI through product leadership
Five operating pillars with the exact plays, tooling, and outcomes hiring leaders ask about.
Playbook pillar
Discovery
Granola turns interviews into searchable insight cards while a custom GPT answers follow-up questions instantly.
Use case 1
Discovery in hours, not weeks
What we used to do
We captured interviews in scattered docs, so evidence was slow to surface and each squad hunted through notes on their own.
AI solution
Granola auto-summarises every call, Notion keeps a living insight hub, and a custom GPT lets anyone query themes or pull verbatim quotes instantly.
Tools used
- Granola
- Notion
- Custom GPT (ChatGPT)
Outcome
Discovery cycles dropped to 18 hours, and roadmap debates now open with shared evidence instead of personal recollection.
What next
Pipe the same insights into quarterly OKR reviews so leadership sees fresh customer proof alongside priorities.