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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.
## 1. ENLYZE API exploration client/CLI (recommended exact next milestone)
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.