Perform basic arithmetic calculations

Convert temperature units based on file content or direct input. Supports Celsius (C) and Fahrenheit (F).

Register a new factory with its declared waste streams and generate its SPCB compliance report.

Retrieve the SPCB Annual Environmental Statement report for a specific factory.

Forces Sentinel to run its periodic compliance deadline check.

Retrieve the live state of the industrial cluster, including factories, matches, products, and activity logs.

Start, stop, or reset the autonomous agent swarm and scheduler.

Simulate a factory shutdown or volume change to test the Sentinel self-healing capabilities.

Retrieve nodes and edges representing factories and symbiotic waste flows for the ecosystem map.

Retrieve a ranked feed of symbiotic matches and product concepts.

Retrieve AI-invented product concepts generated from waste streams.

Retrieve factories and their detailed classified waste streams.

Retrieve the step-by-step manufacturing pathway/blueprint for a specific opportunity.

Retrieve cluster-wide environmental and financial impact metrics.

Run SymbioSim Time Machine — replay 12 months of ecosystem evolution. Resets state, adds factories one by one, discovers matches, invents products, triggers a disruption, self-heals, and returns monthly snapshots showing the circular economy score climbing from 0% to ~78%.

Generates a human-readable impact story based on current ecosystem metrics.

Retrieve a District Environmental Officer view of the industrial cluster: compliance rates, deadline alerts, risk heatmap, landfill diversion progress, carbon credits, and industry breakdown.

Ingest live telemetry data from an IoT sensor or external system. Updates a factory waste stream volume in real-time and triggers agent re-evaluation.

Bulk import factories from an external data source (data.gov.in, CPCB, CSV export). Accepts an array of factory objects and processes them through the full agent pipeline.