Campaign Prediction Engine

What it works from

• The case or request to be decided
• Your policy, criteria and thresholds
• The authority limits and approval points to respect

What you get back

• A clear verdict with the reasoning and policy basis shown
• Escalation or sign-off triggered where thresholds are crossed
• A decision record you can review or audit later

Why this is expensive by hand

Decisions like this one are made dozens of times a week, and the answer still depends on who picked up the case. In practice it shows up as consistent verdicts at volume: every case is judged against the same criteria, so the outcome no longer depends on which person or team happened to handle it. It is the kind of work that decides whether a recommendation survives scrutiny — and the kind that quietly eats 2–3 weeks of senior time whenever it comes round.

How this Skill produces it

Here the same job runs as a Skill. Your material goes in; a clear verdict with the reasoning and policy basis shown comes out, alongside escalation or sign-off triggered where thresholds are crossed. The judgement is built in — how items are broken up, what standard they are held to, and where the run stops for a human review. Net effect: 2–3 weeks down to ~25 minutes, no drift between runs, and every conclusion traceable back to the evidence behind it.