A live operating graph and AI agents for the physical mine.
Topo connects planning, dispatch, plant, safety, equipment, field execution and human decisions into one real-time intelligence layer. Every deviation measured. Every constraint understood. Every decision connected.
Mines operate on yesterday's dashboards, siloed systems and manual reconciliations. The plan lives in one tool. Execution lives in another. Reality lives in the field. Between them: hours of latency, lost tons, and decisions made on stale data.
There is no shared model of the mine. No live ledger of constraints. No system that reasons across them. The result is operational drift no one can name in time.
Every asset, person, ton, route and decision becomes a node. Every relationship, causal link and constraint becomes an edge. The mine, modeled as one connected, continuously updated system.
Trucks, shovels, drills, plants — every machine, geo-located, state-tracked.
Crews, operators, supervisors. Skills, shifts, position.
Short-interval, weekly and daily, all linked to execution.
Hauls, ramps, dump points. Live traversal and cycle integrity.
Grade, blend targets, stockpiles and material flow across the value chain.
Geotechnical, environmental, mechanical and contractual limits.
Stops, alarms, deviations, weather, blasts — captured in stream.
Plan vs. actual — quantified the moment they happen.
Every recommendation, override, and call — with full provenance.
Tons, grade, cost and margin connected to every operational move.
They are operational reasoning systems built for the physical constraints of mining.
Topo's models combine the graph, time-series telemetry, mine plans and economic objectives. They simulate, explain, and propose actions a foreman, planner or manager can act on — with the math and the trade-offs in plain sight.
Each agent is grounded in the live graph and a Mining Reasoning Model. They measure, detect and recommend within a defined operational mandate.
Detects drift between life-of-mine, weekly and short-interval plans. Recommends sequence and blend adjustments.
Measures truck-shovel match. Detects queue formation. Recommends routing and reassignment in real time.
Tracks task execution against plan. Detects under-performance and surfaces coaching opportunities.
Correlates events, fatigue, weather and proximity. Flags unsafe states before incidents materialize.
Detects feed instability, blend deviations and circuit constraints. Recommends stabilizing actions.
Predicts component failure. Aligns maintenance windows with the operating plan and constraints.
Briefs leadership with what changed, why, and what to decide — across the entire mine.
Topo's agent runtime composes Reasoning Models, the Mine Graph and your operating policies — for the work only your operation knows how to do.
Topo deploys in stages. We start by making the mine visible. We end by operating it alongside your teams — under your governance, your constraints, your control.
Topo is not building another mining dashboard.
We are building the intelligence layer for the company that will one day operate the mine itself.