Prioritise with AI without handing it the decision
The backlog is overflowing and everyone is defending their row. This kit has AI prepare a grid where every figure cites its evidence, has it challenged, then leaves the team to decide and write down why it departs from the score.
Why
Ask an AI to rank your backlog and you get a ranking. Clean, argued, uncheckable. It is missing the real reach, the real effort, and the weight of the customer due to sign next month. It fills the gaps with whatever sounds plausible. It has its own leanings too: it reads the top and bottom of a long list better than the middle, and it tends to agree with what you already think. You walk away with your own preference, dressed up as a spreadsheet. I have run four methods with a team: RICE, MoSCoW, the impact / effort matrix and the opportunity solution tree. This kit imposes none of them. It…
When
When you set the order for a quarter or a cycle, for a PM, PO or designer arbitrating a backlog with a team. ✅ You know it’s your kit when Your backlog is longer than a meeting can read Everyone shows up with their own ranking and nobody shows their numbers You have seen a score ignored with nobody writing down why ❌ Not for this kit You want to sort tickets by state (new, needs repro, ready) →…
Tools included
- Claude
- Linear
- Posthog
- Notion