Predict failure. Protect uptime.
Far beyond predictive maintenance: a coordinated team of AI agents that predicts failures, explains the root cause, simulates the business impact, and acts — across AI data centers, energy, health, fleet, industrial, buildings, and telecom.
The closed loop
Survival + change-point models flag degradation early.
Root cause and feature attribution, grounded in physics.
Digital twin quantifies blast-radius and $ impact.
Governed, dry-run-default remediation and work orders.
Outcomes retrain the core — accuracy compounds.
Multi-agentic by design
An orchestrator plans each investigation and delegates to specialist agents that reason over your fleet — grounded in live telemetry, not guesswork.
Plans each investigation and coordinates the specialist agents, then synthesizes the answer.
Pinpoints the failing asset and root cause, grounded in the live reliability engine.
Quantifies blast radius, downtime, and revenue at risk via the digital twin.
Proposes a governed, dry-run-safe action plan prioritized by avoided loss.
Beyond predictive maintenance
Predictive maintenance tells you a part will fail. AssetScope tells you what it costs, simulates the blast radius across the business, and coordinates the fix — an autonomous reliability layer, not a dashboard.
Reliability engine, digital twin, copilot, and ML loop — every vertical runs on a unified intelligence layer.
Normalizes any vendor or protocol into one schema — the layer no single-OEM incumbent will build.
Above monitoring: forecast failures, simulate blast-radius impact, and close the loop to remediation.
One platform · fourteen verticals
Predict GPU, cooling, and power failures across AI data centers and accelerator fleets.
Open consolePredict failures across imaging, life-support, and monitoring fleets — protecting uptime and patient safety.
Open consolePredict failures across transformers, turbines, inverters, and storage — protecting grid uptime and generation.
Open consolePredict powertrain, brake, and tire failures across trucks and fleets — cutting roadside breakdowns and downtime.
Open consolePredict failures across CNC, motors, presses, and conveyors — cutting unplanned line downtime and scrap.
Open consolePredict failures across chillers, air handlers, elevators, and boilers — protecting tenant uptime, comfort, and energy efficiency.
Open consolePredict failures across radios, baseband, optical transport, core routers, and site power — protecting coverage, capacity, and SLA uptime.
Open consolePredict failures across lithography, etch, deposition, CMP, and implant tools — protecting tool availability, process stability, and wafer yield.
Open consolePredict failures across compressors, pumps, turbines, fired heaters, and exchangers — protecting throughput, preventing loss of containment, and cutting unplanned downtime.
Open consolePredict failures across traction, bogies, doors, brakes, HVAC, and signalling — protecting fleet availability, delay-minutes, and safety.
Open consolePredict failures across pumps, blowers, membranes, UV, and clarifiers — protecting treatment uptime, effluent-quality compliance, and energy.
Open consolePredict failures across haul trucks, mills, crushers, shovels, and conveyors — protecting fleet availability, throughput, and cost-per-tonne.
Open consolePredict failures across main engines, gensets, turbochargers, thrusters, and reefers — protecting propulsion, schedule, cargo, and IMO compliance.
Open consolePredict failures across bioreactors, sterilizers, chromatography, lyophilizers, and cleanroom HVAC — protecting batches, sterility, and GMP compliance.
Open consoleAssetScope continuously answers
Security & Trust
Access, isolation, and auditability built for mission-critical operators — no checkbox theater. We process operational, condition-based telemetry only.
Explore Security & TrustInside the platform
Predictions, anomaly detection, forecasting, reliability strategy, and an AI copilot — one operator console, every vertical.
Read-only pilots on real telemetry. Serious operators and partners — request a guided demo and evaluation access.