Crane AI Shield
Crane AI Shield — Infinite Uptime
AI Shields · Crane · An Infinite Uptime innovation

Built for the cranes
you can’t afford to lose.

Crane AI Shield catches faults while your duty-cycle cranes are under load — and gives the operator the fix before the bay goes down.

Thank you for your interest in Crane AI Shield.

Enter your work email to unlock the full specs — and see how PlantOS™ Prescriptive AI protects every overhead crane: 3 outcomes in 1 prescription, zero guesswork.

    Monitoring · crane under load
    0Plants Digitalized
    Globally
    0Hrs. of Unplanned
    Downtime Saved
    0EPrescriptions
    Acted Upon
    0Less Maintenance
    Cost
    0Less Conversion
    Cost
    0More
    Throughput

    *Note – Date as of June 03, 2026   Source – PlantOS™ Digital Reporting System – User-validated True Positives & False Negative Rate

    The Reliability Gap

    Standard predictive maintenance was never built for cranes — so your most critical asset runs blind.

    A crane behaves nothing like the steady-state machines PdM was designed to watch.

    Same crane. Same fault. Two ways of watching it.
    Standard PdM · battery sampling Crane AI Shield · always-on
    STANDARD PdM CRANE AI SHIELD SENSOR ASLEEP MISSED ACCEL DECEL CAUGHT
    Standard PdM Never built for cranes
    vs
    Crane AI Shield Built to get it right
    01
    It wakes a few times a day

    Sparse battery snapshots. The fault surfaces between samples — and never gets recorded.

    Sampling
    01
    We listen at the right moment

    RPM tracked live; vibration captured only at stable speed. Zero false alarms.

    02
    It goes quiet under load

    Sensors stop reading the moment the crane works — exactly when faults emerge.

    Under load
    02
    Always-on monitoring

    RPM and temperature stream 24/7. No blind spots — faults caught as they emerge.

    03
    It dies in foundry heat

    Sealed battery units degrade under heat, dust and vibration — failing before the warning lands.

    Durability
    03
    Built for the toughest floors

    Engineered to survive where battery sensors fail.

    One ignored fault doesn’t stay one fault.

    A missed bearing signal cascades through the whole drivetrain — and the bay goes with it.

    Loose bearing
    $5K fix
    Loads the gearbox
    mesh stress rises
    Stalls the hoist motor
    drive trips
    The bay goes down
    $500K incident

    Watch a crane the way a crane behaves — always-on and Mechanical + Process context-aware — or you’re not managing reliability. You’re hoping.

    The decision layer

    One crane flagged. Four screens later, a validated fix.

    No spectra to read, no dashboards to decode. The screen tells the operator what to fix — one tap confirms it held. That’s the 99% Trust Loop, live on the floor.

    Asset located · under watch
    01 · Contextualize

    See the crane that needs you — and the exact part, already named.

    No hunting through trends or spectra. PlantOS™ ranks every duty-cycle crane and surfaces one motor, on one hoist, at the top of the list.

    Crane AI Shield · Overview
    Crane AI Shield dashboard. Three of three cranes need attention; EOT Crane-14 Main Hoist Left is surfaced first in the open-prescriptions list.
    What the operator sees3 of 3 cranes triaged — EOT Crane-14, Main Hoist Left rises to the top, named down to the motor.
    02 · Predict & Prescribe

    Read the fix in plain words, not a vibration chart.

    Motor velocity is trending up to 25 mm/s. The screen prescribes re-tightening the fixing locations — and shows the reasoning behind the call.

    Crane AI Shield · Prescription
    Fault-progression prescription panel: ensure proper and uniform tightness of the motor fixing locations, with the flagged motor glowing on the crane diagram.
    What the operator seesFault progression flagged — prescription reads “Correct hoist drive coupling alignment locations.” No spectra to interpret.
    03 · Validate

    Confirm the fix held — in two taps.

    Mark the action done, answer one question (did it predict the fault?), and the hours saved are logged straight against the asset.

    Crane AI Shield · Confirm outcome
    Confirm service request dialog: action completed, prescription helped predict the fault, two downtime hours saved logged against the asset.
    What the operator seesAction completed — 2 hrs of downtime saved, attributed to this exact crane. One question, logged.
    04 · Loop closed

    Watch the alert turn green — and the model gets sharper.

    The motor clears, the prescription closes, and every confirmed outcome feeds the 99% Trust Loop — making the next call more certain.

    Crane AI Shield · Resolved
    Action recorded: the motor on the crane diagram is now green and healthy, the prescription closed, the outcome fed back to the model.
    What the operator seesAction recorded — asset back to healthy. The outcome feeds the model so the next prescription lands harder.
    Operator-validated outcome

    This Is Crane AI Shield,
    Catching What an
    Inspection Can't.

    A critical EOT crane at Tata Steel — 90 days of early warning, 04 hours of unplanned downtime eliminated, one scheduled fix.

    The setup

    A melt-shop EOT crane runs 300–400 lift cycles a shift. The main hoist motor carries every one. When its bearing drifts toward looseness, nothing trips and no operator notices — the crane just keeps lifting toward a seizure that stops the bay.

    What we deployed

    Crane AI Shield monitored both motor bearings continuously across vibration, acceleration, and shockwave domains. It read the rising signature 90 days out, prescribed the exact correction, and timed it into a planned window.

    The outcome

    One planned stop, re-lube done on schedule. 04 hours of unplanned downtime eliminated. Vibration down 97% on the bay's highest-consequence asset.

    0
    Days
    Continuous monitoring & early detection
    00
    Hours
    Unplanned downtime eliminated
    00
    Planned stop
    Re-lube done on schedule

    See the full signal trend, diagnostics, and the verified outcome inside.

    Crane AI Shield case study — EOT Crane, Steel, Tata Steel
    Get the Crane AI Shield Case Study

    PDF · EOT Crane | Steel · Tata Steel

    Full-Crane Coverage

    Two Systems. One Unified Solution.

    The hoist lifts. The long-travel moves. Each fails in its own language — Crane AI Shield reads both.

    Every EOT crane runs on two motor systems — the long-travel that moves it across the bay, and the hoist that lifts the load — and Crane AI Shield monitors both.

    Long-Travel System — continuously monitored Main Hoist Drive — continuously monitored
    Long-Travel System Main Hoist Drive
    Role Moves the entire crane along its rails Lifts and lowers the load — ladles, slabs, coils, scrap
    Motion Horizontal positioning across the bay Vertical lift under shock load
    Monitors for Bearing defects · Lubrication degradation · Wheel-side looseness Gear-mesh defects · Bearing degradation · Speed-correlated anomalies
    If it fails Crane stranded mid-bay, positioning lost
    Crane Wheel Crane Wheel
    GB Crane Wheel GB Crane Wheel
    GB Crane Wheel 1 GB Crane Wheel 1
    Crane Wheels Crane Wheels
    Suspended-load risk, forced bay stoppage
    Main Hoist Left Side support bearing P1-P2 Left Side Support Bearing
    Main Hoist Right Support bearing P1-P2 Right Support Bearing
    Main Hoist Motor DE-NDE Main Hoist Motor (DE-NDE)
    What Powers the Shield

    Hardware and AI — Engineered Together.

    Sensors that outlast the foundry floor. AI trained on 3.3 billion real-plant data points. Engineered as one system — so the prediction holds up where lab-built tools fail.

    Crane AI Shield isn't a sensor and a model bolted together — the hardware proven over 8 years in the field and the AI trained on real production data are engineered as a single system.

    THE HARDWARE THE AI IN PLANTOS™ 01 Sensor RPM · temp · 3-axis vibration IP68 rugged node 02 Historian Time-series process data — pressures, flows, temps 03 PLC Control-layer signals — setpoints · run states 99.97% prediction accuracy 3.3B+ data points Prescription Rx Operator Validates & acts Action EOT Crane Fix applied — in time Continuous Feedback Loop Uptime Load Cycles Cost / Ton VALIDATED OUTCOMES
    The Hardware8 years in the field The AI in PlantOS™trained on production data
    Engineered for The foundry floor — IP68 SS316 sensors and 180 °C-rated cabling that survive where battery sensors burn out Real plants, not the lab — 3.3B+ data points and 99.97% prediction accuracy that sharpens with every closed work order
    What it delivers One rugged node captures RPM, temperature, and 3-axis vibration Prescriptive work orders — which bearing, which gear, which shift to schedule it
    In the field Reconfigure remotely — tune sampling and thresholds from the cloud, no truck rolls 24/7 monitoring with an Infinite Uptime expert on demand

    PlantOS™ — one unified system, one contract, one outcome: predictable uptime.

    From Kick-off to Go-live

    Up and Running in 8 Weeks.

    Six steps from the first site walk to active SLAs — on a fixed, predictable timeline.

    Typical timeline — actual dates vary with crane count and site access. Hover over each step for details.

    See It On Your Crane

    Ready to see Crane AI Shield read your crane?

    Live walkthrough · your crane, your failure modes