Class AIAnalysisPipeline

Heuristic-based multi-iteration analysis pipeline for deep political intelligence.

Instantiate once per deep-inspection run; call analyze() to execute all passes. The number of iterations gates which passes run:

• 1 iteration: Pass 1 only (classification + templated SWOT/implications/takeaways)
• 2 iterations: Passes 1–3 (adds per-document analysis + cross-document synthesis)
• 3+ iterations (default): Passes 1–4 (adds QA scoring with refinement on failure)