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 sprint file /docs/implplan/SPRINT_*.md.
• Update this plan whenever scope, dependencies, or guardrails change.