Industries & Outcomes

“ Infinite Uptime has been a strategic partner of JSW for the last four years,
playing a pivotal role in transforming & optimizing our Steel, Cement and Paint Plant production outputs.”

– Rishi Shroff, CEO, JSW New Age

Competitive Value Ladder" infographic. Left side lists 4 stages: Sensor, Dashboard, Integrated View, and Analytics. Right side presents PlantOS as the solution to "The Outcome Gap," featuring a "99% Trust Loop" for guaranteed industrial outcomes. Text highlights include: "3 Outcomes, 1 Prescription, 0 Guesswork" and a reference to an MIT study stating 95% of AI pilots fail.

Infinite Uptime’s PlantOS™

Prescriptive Maintenance &
Energy Efficiency Powered by PlantOS™

Infinite Uptime’s PlantOS™ Manufacturing Intelligence platform delivers a
dual advantage for process industries. A document icon with a gear and a wrench represents predictive maintenance. It illustrates deep domain expertise that predicts potential failures across industries.

Through Prescriptive Maintenance, it not only predicts potential failures but also recommends the right action at the right time to keep critical equipment running reliably

A bar chart shows an upward trend with a lightning bolt icon, signifying improved energy efficiency. This reflects deep domain expertise across diverse industries.

At the same time, Energy Efficiency is embedded into every insight, detecting process inefficiencies, optimizing equipment loads, and reducing energy consumed per tonne of output.

With coverage spanning mission‑critical rotating equipment and auxiliary static systems,
PlantOS™ covers entire production ecosystems to achieve higher uptime, lower maintenance &
energy costs, safeguard ROI, and drive safety for all employees.

Strategic Challenges

Production Reliability for
Steel Industry

Steel is 25–40% energy intensive and every furnace trip costs $ millions
Prescriptive Maintenance & Energy Optimization with Proven ROI in 6–12 Months
An intricate isometric diagram illustrates the steel production process from raw materials to finished coils, emphasizing production reliability for the steel industry and deep domain expertise.

Mining
Grizzly Feeder
Jaw Crusher
Vibration Screen
Ball Mill
Stacker Reclaimer
Cyclone Separator
Conveyor

Coke Oven
Hammer Mill
Exhaust Blower
Dedusting Fan
Cooling Water Pump
BOD Blower
Vapor Compressor

Sinter Plant
Pallet Car
Mixing Drum
Sinter Crusher
Sinter Screen
Cooller Fan
Exhaust Blower
Dedusting Fan
Conveyor

Blast Furnace
Dedusting ID Fan
Stock House Conveyor
Sinter Fines Fan
Booster Fan
VPSA Blower
VPSA Pump
BLT Charging Unit

Steel Melting Shop (SMS)
Converter Saturated Pump
Converter GCP Pump
Dedusting ID Fan
Caster Mould Pump
Caster Booster Pump
Caster Slide Gate Pump
Caster Steam Fan
Scale Pit Pump
GAC Pump

Pellet Plant
Exhaust Fan
UDD Fan
Recuperator Fan
Ball Mill
Tailing Pump
Bucket Elevator
Conveyor
Pelletizing Disc

Corex
Top Dedusting Fan
Coal Dedusting Fan
Ore Dedusting Fan
Ore Conveyor

Hot Strip Mill
Mill Stand
Mill Drive
Pinch Roll
Cradle Roll
Mill Drive
Cooling Tower
Fume Exhaust Fan
Furnace Blower

Wire Rod Mill
Mill Stand
Looper
Pinch Roll
Circulation Blower

Tandem Cold Rolling Mill
Mill Stand
Mill Drive
Uncoiler
Recolier
Tension Reel
Delivery Looper
Fume Exhaust

Continuous Galvanizing Line
Bridle Roll
Fume Exhaust Blower
Air Knife Blower
Coater Passivation Blower

Coating Line
Uncoiler
Recolier
FD Fan
Fume Exhaust
Bridle Roll

Round-the-clock operations, extreme furnace conditions, massive energy demand, and abrasive environments
make unplanned stoppages both frequent and expensive. A single failure in a blast furnace blower, rolling mill drive,
or cooling system can halt production and drive energy costs through the roof.

Outcomes Delivered
JSW Steel Transformation Success Story

Plants Digitalized
0
Breakdowns Avoided
0
Unplanned Downtime
Hours Eliminated
0

*Note – Date as of March 17, 2026 Source- PlantOS™ Digital Reporting System – User-validated True Positives & False Negative Rate

The PlantOS™ Difference

PlantOS™ goes beyond Condition monitoring by prescribing timely interventions for all critical equipment such as:

It recommends the right fixes before breakdowns occur and pinpoints energy optimization opportunities across the process

A continuous casting machine in operation shows glowing hot metal bars moving along rollers, illustrating rotating subsystems like motors, vital to heavy industries and deep domain expertise.

A rolling mill with glowing hot metal passing through, showcasing electric motors and gearboxes driving the rollers. This highlights deep domain expertise in diverse industries.

A close-up, monochromatic view of large industrial blast furnace blowers with visible fans, rotating shafts, and bearings, highlighting deep domain expertise across diverse industries.

Continuous Casting Machine
Includes rotating subsystems like rollers and motors
Rolling Mill Drives
Electric motors and gearboxes drive rollers
Blast Furnace Blowers
Fans and blowers with rotating shafts and bearings

Strategic Challenges

Production Reliability for
Cement Industry

Cement = 8% global CO₂ emissions.
Every kiln stoppage
risks millions, every ton risks ESG penalties
Prescriptive Maintenance & Energy Optimization with Proven ROI in 6–12 Months
An isometric diagram illustrates the entire cement production process, from quarrying to dispatch, emphasizing production reliability for the cement industry with deep domain expertise.

Raw Material Handling
Stacker Reclaimer
Crusher
Feeder
Vibrating Screen
Belt Conveyor

Raw Mill Section
Vertical Roller Mill
Classifier
Raw Mill Fan
Belt Conveyor
Raw Mill Exhaust Fan

Pyro Section
Kiln Main Drive
Girth Gear & Pinion
PA Fan
Preheater Fan
Bag Filter Fan
Kiln Feed Elevator
Clinker Cooler Fan

Silo
Deep Pan Conveyor
Belt Conveyor

Cement Mill
Mill Main Drive
Bucket Elevator
FD Fan
ID Fan

Roller Press
Planetary Drive
Movable Roller
Fixed Roller

Packaging Plant
Bucket Elavator
Deep Pan Conveyor
Bag Filter Fan

Powerplant
Boiler Feed Pump
PA Fan
SA Fan
ID Fan
CEP Pump
Vacuum Pump
Cooling Water Pump
Demineralization Pump
Gas Turbine
Cooling Tower Fan

Dust, heat, heavy loads, and nonstop grinding put extreme stress on kilns,
mills, fans, and filters. A single stoppage can choke operations, shorten
equipment life, and send power consumption soaring.

Outcomes Delivered
Cement Transformation Success Story

Plants Digitalized
0
Breakdowns Avoided
0
Unplanned Downtime
Hours Eliminated
0

*Note – Date as of March 17, 2026 Source- PlantOS™ Digital Reporting System – User-validated True Positives & False Negative Rate

The PlantOS™ Difference

PlantOS™ goes beyond monitoring by prescribing timely interventions for all
critical equipment such as:
It recommends the right fixes before breakdowns occur and pinpoints
energy optimization opportunities across the process.

A jaw crusher in a quarry, processing gravel, highlights mechanical wear and impact loads. This demonstrates deep domain expertise across diverse industries.

Rotary Kiln
Key rotating equipment with thermal/mechanical stresses
Ball Mill
Milling equipment with rotating components
Crusher (Jaw Crusher)
Jaw crusher with mechanical wear and impact loads
Vertical Roller Mill
Gearbox, main drive and separator gearbox are key components.

Strategic Challenges

Production Reliability for
Metals & Mining Industry

Mining = high-risk, asset-critical, safety-driven operations
Every crusher stoppage halts the mine. Every conveyor trip risks millions.
Prescriptive Maintenance & Energy Optimization with Proven ROI in 6–12 Months
Isometric flow diagram of the metals and mining production cycle, showing each stage from raw materials to final output and emphasizing industry reliability and expertise.

Green Anode Plant (GAP)
Ball Mill
Bucket Elevator
ID Fan
Kneader
Paste Mixer

Baking Furnace
FTA Blower
FTA Compressor
FTP ID Fan

Rodding
Autogenous Mill
Belt Conveyor
Shot Blast Unit
Dust Collector Fan
Butt Press Pump

Potline
Circulation Blower
ID Fan
Belt Conveyor

Cast House
Ingot Transfer Fork
Cooling Conveyor
Layer Conveyor
Stack Conveyor
Casting conveyor
Wire Rod Mill
Cooling Tower
Saw Cutter
Air Compressor
Pit Pump
Crane
Billet Cutter

Rolling
Rough Rolling Stand
Finish Rolling Stand
Annealing
Cooler Fan

Power plant
Boiler Feed Pump
PA Fan
SA Fan
ID Fan
CEP Pump
Vacuum Pump
Cooling Water Pump
Demineralization Pump
Gas Turbine
Cooling Tower Fan

Outcomes Delivered
Mining & Metals Transformation Success Story

Plants Digitalized
0
Breakdowns Avoided
0
Unplanned Downtime
Hours Eliminated
0

*Note – Date as of March 17, 2026 Source- PlantOS™ Digital Reporting System – User-validated True Positives & False Negative Rate

The PlantOS™ Difference

PlantOS™ delivers prescriptive intelligence across the mining value chain,
continuously monitoring all critical equipment such as:
It recommends the right fixes before breakdowns occur and pinpoints
energy optimization opportunities across the process

A cast house crane moves molten metal in a hot, smoky plant, highlighting critical operations and strong domain expertise across heavy industrial environments.

A baking furnace with intense glowing openings and green flames strengthening early-stage metal parts, showcasing strong industrial expertise.

A long conveyor belt moves material at an open-pit mine, with excavators and hydraulic systems of rotating pumps and motors, highlighting strong industrial expertise.

A tall mining structure with a vibrating conveyor belt sorting materials, symbolizing strong expertise in mining and diverse industrial operations.

A large mining shovel works in an open pit, with conveyor belts and rollers driven by electric-motor bearings in the background, highlighting strong industry expertise.

Large yellow industrial vibrating screen with hydraulic pumps and motors sifting materials, showcasing strong technical expertise across multiple industries.

Mining

Excavators Hydraulic Systems

Includes hydraulic pumps and motors in rotation

Vibrating Screens

A continuous vibrating conveyor belt to sift and
sieve

Conveyor Belts & Rollers

Electric motors, rollers with bearings and belts

Drag Lines

Machinery to dig and excavate

Metals

Cast House Crane

Transfers the molten metal

Baking Furnace

To strengthen the preliminary the metal product

Strategic Challenges

Production Reliability for
Pulp & Paper Industry

Pulp & paper is 20–30% energy intensive, and each paper
mill hour downtime can cost up to $150,000

Prescriptive Maintenance & Energy Optimization with Proven ROI in 6–12 Months

Isometric illustration of the pulp and paper production cycle, showing the flow from wood chips to finished rolls and the machinery ensuring reliable production.

Pulping
Digester
Mixer
Reactor pump
Tower feed pump
Press Feed Pump
Pulp Press Roll
Disc Filter
Twin Roll press
Vacuum Drum Washer
Evaporator

Chemical Recovery
Weak Chlorine Blower
Chlorine Supply Pump
Air Compressor
Caustic Pump
Recovery Boiler Pump
ID Fan
Scrubber Unit
Slaker

Washer

Refiner

Bleacher

Forming
Breast Rolll
Table Roll
Dandy Roll
Couch Roll
Wire Roll

Drying
Drying Cylinder
Felt Roll
Vaccum Roll
Yankee Cylinder

Calendaring
Top Roll
Intermediate Roll
Queen Roll
Deflection Roll
Compensating Roll

Reeling
Reel Drum Roll
Reel Spool Roll
Rider Roll
Winder Drum Roll

Water Treatment Plant
Raw Water Pump
Dosing Pump
Return Sludge Pump
Air Compressor

Powerplant
Boiler Feed Pump
PA Fan
SA Fan
ID Fan
CEP Pump
Vacuum Pump
Cooling Water Pump
Demineralization Pump
Gas Turbine
Cooling Tower Fan

Unplanned stoppages cause costly paper breaks, wasted raw material, excessive
steam consumption, and lost output — while maintenance in such harsh
environments is both frequent and expensive.

Outcomes Delivered

Plants Digitalized
0
Breakdowns Avoided
0
Unplanned Downtime
Hours Eliminated
0

*Note – Date as of March 17, 2026 Source- PlantOS™ Digital Reporting System – User-validated True Positives & False Negative Rate

The PlantOS™ Difference

PlantOS™ delivers prescriptive intelligence across the pulp and paper value
chain, continuously monitoring all critical equipment such as:

It recommends the right fixes before breakdowns occur and pinpoints
energy optimization opportunities across the process.

Industrial refiner machine processing material with rotating grinders, shafts, and wheels, highlighting large-scale factory production.

Overhead view of a large Paper Machine Press Section with multiple rolls, rotating shafts, and scaffolding, brightly lit to highlight the silver and yellow industrial machinery.

Paper Machine Press
Section
Rolls and press sections with rotating shafts
Refiners
Rotating refiners grinders, shafts

Strategic Challenges

Production Reliability for
Chemicals & Fertilizers Industry

Chemicals = safety-critical, compliance-driven, cost-intensive

A single reactor failure risks millions — and regulatory shutdowns
Prescriptive Maintenance & Energy Optimization with Proven ROI in 6–12 Months

Outcomes Delivered

Plants Digitalized
0
Breakdowns Avoided
0
Unplanned Downtime
Hours Eliminated
0

*Note – Date as of March 17, 2026 Source- PlantOS™ Digital Reporting System – User-validated True Positives & False Negative Rate

The PlantOS™ Difference

PlantOS™ delivers prescriptive intelligence across continuous and batch
chemical operations by monitoring all critical equipment such as:

It recommends the right fixes before breakdowns occur and pinpoints
energy optimization opportunities across the process.

Clean industrial room with beige compressors, pipes, and gauges showing rotating rotors, bearings, and seals, highlighting smooth performance, efficiency, and reliable industrial outcomes.

Row of industrial centrifugal process pumps with blue motors and yellow bases, showing rotating shafts and piping systems where impellers often face corrosion and wear.

Pumps
(Centrifugal/Process)
Rotating shafts, impellers prone to corrosion & wear
Compressors
Rotors, bearings, and seals in rotation

Strategic Challenges

Production Reliability for
Tire & Rubber Industry

Tire industry = zero-defect, high-energy, volatile supply chain

In tire manufacturing, every defect risks recalls, every outage risks millions
Prescriptive Maintenance & Energy Optimization with Proven ROI in 6–12 Months

Isometric diagram of the tire manufacturing process showing each step from raw materials to finished tires, emphasizing accuracy and reliability for the tire and rubber industry.

Banbury Mixer
Master Mixer
TSS Screw
TSS Calender gearbox
Dust Collecting Blower

Milling Section
Hold Mill
Feed Mil
Cracker Mill

Extruder
Duplex Extruder
Triplex Extruder
Quadraplex Extruder
Cushion Feed Extruder
Pork chop Extruder
Belt Extruder

Bead Construction
Bead Apex Extruder
Thread Applicator
Strip Winding Extruder

Inner Liner Calendering
Inner liner extruder
Inner Liner Roll

Fabric Cord Calendering
Pork chop Extruder
Calendar Hold Mill
Calendar Feed Mill
Calendar Rolls (4 roll section)
Cushion Calendar

Steel Belt Calendering

Steel Belt Cutting

Fabric Ply Cutting

Tyre Building

Curing & Inspection

Critical equipment like internal mixers and curing presses operate under extreme
heat and pressure, where unexpected failures can halt lines, cause costly rejects,
and disrupt tight delivery schedules. Energy-intensive curing and mixing processes
drive high power consumption, making inefficiencies costly.

Outcomes Delivered

Plants Digitalized
0
Breakdowns Avoided
0
Unplanned Downtime
Hours Eliminated
0

*Note – Date as of March 17, 2026 Source- PlantOS™ Digital Reporting System – User-validated True Positives & False Negative Rate

The PlantOS™ Difference

PlantOS™ delivers prescriptive intelligence across continuous and batch
chemical operations by monitoring all critical equipment such as:
It recommends the right fixes before breakdowns occur and pinpoints
energy optimization opportunities across the process.

A Banbury mixer with “BANBURY” embossed, featuring its strong motor, control panel, and internal shafts and rollers essential for efficient rubber mixing.

A rubber sheet exits a large industrial machine with rotating presses and hydraulics, an essential step before the material moves to the curing presses.

Tires

Curing Presses
Rotating mechanical presses and hydraulics
Banbury Mixer

Rotating shafts and rollers

Extruders
Rotating screws and motors

Strategic Challenges

Production Reliability for
Food & Beverages Industry

Food safety and shelf life define competitiveness –
every stoppage risks compliance and waste
HACCP/FDA compliance + consumer trust = non-negotiable
Prescriptive Maintenance & Energy Optimization with Proven ROI in 6–12 Months

Outcomes Delivered

Plants Digitalized
0
Breakdowns Avoided
0
Unplanned Downtime
Hours Eliminated
0

*Note – Date as of March 17, 2026 Source- PlantOS™ Digital Reporting System – User-validated True Positives & False Negative Rate

The PlantOS™ Difference

PlantOS™ delivers prescriptive insights by monitoring key critical equipment such
as:
It recommends the right fixes before breakdowns occur and pinpoints
energy optimization opportunities across the process.

A clean industrial space featuring extensive piping, blue boilers and chillers, along with valves and gauges that support heating and cooling functions for diverse industrial processes.

An industrial conveyor moves silver cans through an automated bottling line, efficiently packaging beverages with streamlined filling and labeling.

Close-up of an automated filling machine efficiently filling clear plastic bottles with yellow liquid, highlighting bright green caps and smooth production.

Bottling and canning lines
Package beverages into bottles or cans efficiently
Filling machines
Dispense liquids or solids into containers
Boilers/chillers
Provide heating or cooling during processing

Strategic Challenges

Production Reliability for
Pharma & Personal Care Industry

Zero tolerance for downtime, zero tolerance for contamination
In pharma, compliance isn’t optional — downtime risks both revenue and regulatory shutdowns
Prescriptive Maintenance & Energy Optimization with Proven ROI in 6–12 Months

Outcomes Delivered

Plants Digitalized
0
Breakdowns Avoided
0
Unplanned Downtime
Hours Eliminated
0

*Note – Date as of March 17, 2026 Source- PlantOS™ Digital Reporting System – User-validated True Positives & False Negative Rate

The PlantOS™ Difference

PlantOS™ delivers prescriptive insights by monitoring key critical equipment such as:
It recommends the right fixes before breakdowns occur and pinpoints
energy optimization opportunities across the process.

Stainless steel tanks and pipes in a factory, highlighting a tank lid and high-shear mixers that quickly blend powders and liquids.

An industrial outdoor setup with silver pipes, a blue tank, and machinery on a raised platform beside a white building, essential for key processing operations.

Industrial stainless-steel dryer with a connected control panel in a clean room supported by HVAC systems managing temperature, humidity, and air quality for sensitive processes.

Close-up of a rotary tablet press forming white tablets; the machine turns powders into granules using a binding solution for efficient pharmaceutical production.

High-shear mixers
rapidly blend, emulsify, and granulate powders with
liquidsRotating shafts, impellers prone to corrosion & wear
Rotary Tablet Press
convert powders into granules by spraying a binding
solution onto fluidized particles
HVAC systems
control temperature, humidity, and air quality

Strategic Challenges

Production Reliability for
Steel Industry

Steel is 25–40% energy intensive and every furnace trip costs $ millionsPrescriptive Maintenance & Energy Optimization with Proven ROI in 6–12 Months An intricate isometric diagram illustrates the steel production process from raw materials to finished coils, emphasizing production reliability for the steel industry and deep domain expertise.