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AI EXPLANATION

AI Explanation Layer

AI should help users understand a report, not invent the chart.
What AI can do
  • explain report terms
  • summarize key points
  • suggest follow-up questions
  • help users understand risk/timing/action
  • classify feedback
What AI must not do
  • recalculate the chart
  • change verdicts
  • invent new chart data
  • provide guaranteed future claims
  • replace human review for high-stakes decisions

Usage model

AI explanation needs boundaries before it needs more chat.

limited explanations

safe report context

no raw private tokens

model routing

monthly cost caps

upgrade path

Example AI helper

The helper answers from an approved report context. It explains terms and next actions, but it does not create a new chart, change the verdict, or make guaranteed claims.

What does major luck cycle mean?Why is this a timing risk?What should I do first?What needs human review?

Service deliverables

The output is a controlled AI layer, not an open-ended fortune chat.

AI behavior spec

prompt boundaries

safe context design

refusal rules

usage quota model

UI sample