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production-analytics/docs/roadmap.md
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Roadmap

0. Bootstrap (this milestone)

Establish package boundaries, architecture documentation, example calculation configuration, basic domain/protocol models, tests, and an optional local TimescaleDB Compose design.

A read-only, GET-only raw inspection CLI and fixture sanitizer are implemented. The remaining work is live, authorized exploration of machines, signal catalog, bounded samples, state history, production-order history, and article/material context. Record sanitized fixtures and update docs/enlyze-api.md with evidence. Do not implement ingestion or a database schema before this is complete.

2. Persistence foundation

Design and migrate a TimescaleDB schema for derived metrics/events, calculation runs, context, and incremental state. Add Grafana-oriented query examples.

3. First vertical slice

Implement one configured integration calculation over a verified signal and production-order context. Include backfill, rerun/provenance behavior, and tests against sanitized fixtures.

4. Peak detection

Implement the configurable sawtooth peak detector: retain the current maximum; close a cycle after a configurable below-peak fraction remains true for a configurable duration; emit one completed peak event; preserve open-cycle state.

Later

State/cycle durations, aggregates by order, rolling statistics, threshold events, derivatives, and specific-consumption calculations.