See what can ship, what is blocked and which source evidence supports the next action across demand, materials, capacity, policy and approval.
synthetic product families
BOM and stock records
4-week demand baseline
checks currently pass
domain and API checks
tagged GitHub release
The control tower combines demand, material coverage, capacity, policy signals and accountable next actions from one reproducible demo snapshot.
Demand, material risk, policy signals, capacity and issue queues stay visible in one operating view.
Each module owns a bounded decision, the data it needs and the evidence it returns to the next operator.
Portfolio health, open order value, demand forecast, material risk, policy signals and issue queue.
Deterministic baseline today, TimesFM-ready series contract for future model adapters.
Official-source customs and policy signals linked to materials, products and open orders.
Natural-language questions route through deterministic tools before any model-ready summary.
24h line simulation with bottleneck, utilization, waiting and blocking metrics.
Six controls keep material, capacity, policy, quality, traceability and final approval visible before export.
2 checks pass, 3 need review, 1 waits for human approval. The package keeps owner action and evidence attached.
Profiles change users, source systems and release controls without changing the core evidence contract.
Demand -> material gate -> capacity -> release -> trace.
Order promise -> pick readiness -> carrier plan -> shipment release.
Service demand -> kit completeness -> vendor ETA -> dispatch gate.
Sample intake -> test capacity -> hold decision -> release evidence.
Switch between operational views, then follow the implementation and test paths in the evidence ledger.
domain.py / generate_production_noticetest_notice_generation_contains_material_gateSynthetic records, deterministic calculations and declared adapter modes keep the public demo reviewable.
Generic JSON records with source-row references.
Repeatable local state for API demos and tests.
Forecast, material, policy, release and simulation logic.
Bounded routes for products, gates, profiles and agents.
Frontend can render without a live private factory system.
Tool calls, inputs and evidence stay inspectable.
Validation, bounded inputs, public-data rules and tracked gaps are part of the product surface.
Seed, snapshot, self-check, pytest, smoke demo, tone scan and web build.
No credentials or private factory files. API inputs are bounded and CORS is local-only.
TimesFM and LLMs are adapter boundaries, not hidden truth sources.
Forecast backtesting, policy adapters, security posture and visual regression remain tracked.