Circuita — Stochastic Mineral-Tracking Engine & Console

Private product. This is proprietary work; the deployment is private. This page describes the architecture and intent without exposing internal data or logic.

Circuita drives a stochastic cellular-automaton engine that simulates how material moves, mixes, and lags through a processing circuit — the behavior a static mass balance misses. The result renders in an operator-grade console: per-pile fan, balance, delta and inventory views, with monitor tabs for the circuit and for individual objects.

What it demonstrates

• A principled stochastic engine paired with a legible console — see where material actually goes, not where a static balance says it should.
• A one-click report that downsamples the original series per analyzed pile and emits a self-contained, bilingual HTML export with inline-SVG charts — opens anywhere, no server needed.
• An architecture modal documenting the engine and the full pipeline flow.
• Deployed privately on Azure Container Apps (a Next build feeding a Python service).

The same approach — simulate the real stochastic behavior, then make it legible and shareable — generalizes to any flow system where mixing and lag defeat naive accounting.