One core across fourteen mission-critical verticals

The Multi-Vertical, Multi-Agentic Asset-Intelligence Platform

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

Above monitoring — it acts

1. Detect

Survival + change-point models flag degradation early.

2. Explain

Root cause and feature attribution, grounded in physics.

3. Simulate

Digital twin quantifies blast-radius and $ impact.

4. Act

Governed, dry-run-default remediation and work orders.

5. Learn

Outcomes retrain the core — accuracy compounds.

Multi-agentic by design

A coordinated team of AI agents

An orchestrator plans each investigation and delegates to specialist agents that reason over your fleet — grounded in live telemetry, not guesswork.

Lead

Orchestrator

Plans each investigation and coordinates the specialist agents, then synthesizes the answer.

Diagnostician

Pinpoints the failing asset and root cause, grounded in the live reliability engine.

Impact Analyst

Quantifies blast radius, downtime, and revenue at risk via the digital twin.

Remediation Planner

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.

One central AI core

Reliability engine, digital twin, copilot, and ML loop — every vertical runs on a unified intelligence layer.

Cross-vendor by design

Normalizes any vendor or protocol into one schema — the layer no single-OEM incumbent will build.

Predict → simulate → act

Above monitoring: forecast failures, simulate blast-radius impact, and close the loop to remediation.

One platform · fourteen verticals

Reliability intelligence for the assets the economy runs on

AssetScope

AI Infrastructure

Live

Predict GPU, cooling, and power failures across AI data centers and accelerator fleets.

Open console
AssetScope

Health

Live

Predict failures across imaging, life-support, and monitoring fleets — protecting uptime and patient safety.

Open console
AssetScope

Energy

Live

Predict failures across transformers, turbines, inverters, and storage — protecting grid uptime and generation.

Open console
AssetScope

Fleet

Live

Predict powertrain, brake, and tire failures across trucks and fleets — cutting roadside breakdowns and downtime.

Open console
AssetScope

Industrial

Live

Predict failures across CNC, motors, presses, and conveyors — cutting unplanned line downtime and scrap.

Open console
AssetScope

Buildings

Live

Predict failures across chillers, air handlers, elevators, and boilers — protecting tenant uptime, comfort, and energy efficiency.

Open console
AssetScope

Telecom

Live

Predict failures across radios, baseband, optical transport, core routers, and site power — protecting coverage, capacity, and SLA uptime.

Open console
AssetScope

Semiconductor

Live

Predict failures across lithography, etch, deposition, CMP, and implant tools — protecting tool availability, process stability, and wafer yield.

Open console
AssetScope

Oil & Gas

Live

Predict failures across compressors, pumps, turbines, fired heaters, and exchangers — protecting throughput, preventing loss of containment, and cutting unplanned downtime.

Open console
AssetScope

Rail & Transit

Live

Predict failures across traction, bogies, doors, brakes, HVAC, and signalling — protecting fleet availability, delay-minutes, and safety.

Open console
AssetScope

Water & Wastewater

Live

Predict failures across pumps, blowers, membranes, UV, and clarifiers — protecting treatment uptime, effluent-quality compliance, and energy.

Open console
AssetScope

Mining & Heavy Industry

Live

Predict failures across haul trucks, mills, crushers, shovels, and conveyors — protecting fleet availability, throughput, and cost-per-tonne.

Open console
AssetScope

Marine & Shipping

Live

Predict failures across main engines, gensets, turbochargers, thrusters, and reefers — protecting propulsion, schedule, cargo, and IMO compliance.

Open console
AssetScope

Pharma & Life Sciences

Live

Predict failures across bioreactors, sterilizers, chromatography, lyophilizers, and cleanroom HVAC — protecting batches, sterility, and GMP compliance.

Open console
Validated
Benchmarked on representative failure data
14
Verticals on one core
Fleet-scale
Whole-fleet sweeps in seconds
Any vendor
Cross-vendor telemetry, one schema

AssetScope continuously answers

What is happening across the fleet?What is likely to fail?When is it likely to fail?Why is it likely to fail?What should operators do?What happens if they do nothing?What is the business impact?

Security & Trust

Enterprise-grade by architecture

Access, isolation, and auditability built for mission-critical operators — no checkbox theater. We process operational, condition-based telemetry only.

Explore Security & Trust
SSO (OIDC) + SCIM
Enterprise single sign-on and directory provisioning.
RBAC · least privilege
Four roles, enforced server-side on every action.
Multi-tenant isolation
Org-scoped data with cross-tenant access guards.
Append-only audit
Every security-relevant action recorded immutably.
Encryption in transit
TLS everywhere; condition-data only — never PHI.
SOC 2 readiness
Controls mapped with machine-readable evidence.

Inside the platform

A live reliability console

Predictions, anomaly detection, forecasting, reliability strategy, and an AI copilot — one operator console, every vertical.

AI Infrastructure · Reliability Console live
across the fleet
2.6K
Units monitored
+2.4 vs 90d
78
Fleet reliability
ranked by impact
28
Predicted incidents · 30d
avoidable
$880K
Revenue at risk
Fleet reliability & risk · 90 days reliability risk index
90d ago60d30dtoday
Top predicted risks
  • GPU-3271 · HBM~11d
    Memory degradation92%
  • CDU-04 · Cooling~16d
    Pump bearing wear88%
  • XFMR-12 · Power~22d
    Insulation aging85%
  • UPS-B2 · Power~24d
    Battery fade83%
Anomaly detection
94%
confidence · multivariate
Memory temp77%
ECC rate52%
Fan speed21%
Forecast & RUL
Remaining life42d
Reduce load 10%+9d
Service now+120d
Optimized plan
  • D1CDU-04$480k
  • D2GPU-3271$1.2M
  • D3XFMR-12$2.4M
Avoided loss $4.1M · 3 crews
Copilot · "Why is Rack 18 trending abnormal, and what should we do?"
Rack 18 shows a coordinated cooling drift — outlet temperature and pump vibration rising together over 12 days. Predicted pump failure in ~16 days ($480k exposure). Recommended: schedule a CDU service in the D1 window. grounded · 4 sources

See AssetScope on your fleet

Read-only pilots on real telemetry. Serious operators and partners — request a guided demo and evaluation access.