PlantOS™ Case Study · JK Tornell Tyres
Download Full Story
• Tire Manufacturing
• JK Tornell Tyres
• Data as of Jan 2026
PLANT RELIABILITY.
Equipment Faults + Process Anomalies
JK Tornel — a leading tire manufacturer running high-speed, high-load production assets where reliability directly drives output and quality — didn’t just monitor its operations. It closed the loop: from raw sensor signal to prescribed action to user-validated production outcome. Here’s what a 99% Trust Loop looks like at scale.
Read the Full Transformation
Thank you for your interest in
PlantOS™ Prescriptive AI.
Enter your official work email to unlock specs delivering
3 outcomes in 1 prescription — zero guesswork.
[contact-form-7 id=”c456b73″ title=”landing page of JK Tornel pdf downlaod”]
0
Hrs Downtime Eliminated Unplanned. User-validated.
0
Prescriptions
Acted Upon 66.45% implementation rate
0
%
Prediction Accuracy
Across 14 areas, 71 critical assets
$
0
Annual Maintenance
SavingsRealized at Banbury Mixer
All figures validated by JK Tornel’s Reliability & Operations teams via PlantOS™ Prescription Engine
What’s inside
FROM NOISE
TO OUTCOMES.
Mechanical Faults
Vibration, coupling defects & misalignment
Physics + AI models detect coupling defects, structural looseness, and base rigidity issues across Banbury Mixer gearboxes, Triplex Extruder motors, and Calender Roll drives before they cascade into unplanned downtime.
Electrical Faults
Motor overheating &
cooling failures
Temperature trend analysis at motor DE and NDE bearings surfaces cooling fan reversals, lubrication failures, and load imbalances before they trip extruder motors and mixer drives across tire production lines.
Process Induced Faults
Parameter drift &
production deviation
Continuous monitoring across Banbury Mixers, Hold and Feed Mills, Duplex–Triplex Extruders, 4 Roll Calenders, Tyre Building, and Curing systems detects process shifts before they cost tons of production across high-load tire manufacturing.
01
14 areas. 71 critical assets. One Single Source of Truth.
How JK Tornel unified its tire plant — 167 total assets across mixing, milling, extrusion, calendering, tyre building, and curing — into a single contextualized source of truth.
Physics + AI: precision that predictions can’t match
PlantOS™ doesn’t flag anomalies. It traces root cause — across mechanical, electrical, and process domains — with 100% prediction accuracy and zero missed faults.
Diagnostic → Recommendation → Action
48 prescriptions acted upon. 66.45% implementation rate, building toward 90%+ adoption through expert training. Real Diagnostic Reports with specific corrective steps — not dashboards, not alerts. Work orders that close.
Outcomes the plant’s own operators signed off on
376 hours of unplanned downtime recovered. 108-hour MTBR achieved on production line. $46,245 in annual maintenance savings realized. All figures from JK Tornel’s own Maintenance & Operations teams.
Prediction
≠
Outcomes.
Most AI deployments stop at the alert. They predict. They visualize. They dashboard. But prediction without a closed loop is just a more expensive alarm bell.
JK Tornel’s deployment with PlantOS™ proves the gap isn’t in the model — it’s in the mile between insight and action. The 99% Trust Loop™ is what bridges it.
The 99% Trust Loop™ — how outcomes are guaranteed
1.
Contextualize equipment + process
14 areas, 71 critical assets, 167 total assets — One Prescriptive AI platform.
2.
Detect with physics-based precision
Mechanical, electrical, and process anomalies — not noise
3.
Prescribe exact corrective action
48 prescriptions. Diagnostic → Recommendation → Action
4.
Validate outcomes. Close the loop.
Engineers validate results in PlantOS™ Digital Reporting
Reliability
Throughput
Process Quality
3 Guaranteed Outcomes. 0 Guesswork.
PlantOS™ has consistently been very helpful. Its precise vibration alerts and clear prescriptive recommendations, like the one for Gearbox 2 on our Banbury mixer to make corrective alignment, have enabled us to act quickly and prevent major downtime.
Mr. Carlos Guzman
Banbury Mixers Area Maintenance Supervisor, JK Tornel, Mexico
Full Transformation Story
GET THE COMPLETE PICTURE.
The numbers above are the headline. The full story reveals the real challenges JK Tornel faced — precision under high-load pressure, late-stage degradation detection, and reactive firefighting on mission-critical assets like the Banbury Mixer — and exactly how PlantOS™ flipped the script, delivering user-validated outcomes through closed-loop reliability workflows.
✔
Real PlantOS™ Diagnostic Reports from live JK Tornel deployments (Banbury Mixer 6, Tri Extruder Line2-90MM)
✔
Equipment-level fault detection across mechanical, electrical & process domains
✔
The 99% Trust Loop™ framework — step by step
✔
User-validated outcome data, confirmed by JK Tornel’s own maintenance team
Download the Full Transformation Story
Infinite Uptime · 946 plants · 26 countries · Production Outcomes. Delivered.
Thank you for your interest in
PlantOS™ Prescriptive AI.
Enter your official work email to unlock specs delivering
3 outcomes in 1 prescription — zero guesswork.
[contact-form-7 id=”c456b73″ title=”landing page of JK Tornel pdf downlaod”]