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Implementation plan — Advisory AI
Current objectives
- Deliver Epic milestones summarised below while maintaining determinism and offline parity.
 - Keep documentation, telemetry, and runbooks aligned with sprint outcomes.
 
Workstreams
- Roadmap: reconcile open stories in ../../TASKS.md with module backlog.
 - Delivery: ship features outlined in the epic while preserving AOC guardrails.
 - Validation: extend tests/fixtures to guarantee reproducibility and provenance.
 
Epic milestones
- Epic 8: Advisory AI Assistant.
 - DOCS-AI stories to be tracked in ../../TASKS.md.
 
Coordination
- Review ./AGENTS.md before picking up work.
 - Sync with owners listed in docs/implplan/SPRINTS.md.
 - Update this plan whenever scope, dependencies, or guardrails change.