What we genuinely hand to AI
This is real leverage and we lean on it heavily.
- Sweeping tens of thousands of queries across a category
- Building and deduplicating the first-pass candidate list
- Summarizing a media kit once someone has actually sent one
- Normalizing numbers once the numbers exist
- Drafting copy variants against a spec
