Prescriptive Maintenance

Prescriptive Maintenance

PlantOS™ – Rise of AI-assisted Decision Making

PlantOS™ Prescriptive Maintenance harnesses AI to move beyond prediction, providing clear
actions to prevent failures and optimize performance. It empowers decision-making with
data-driven insights that boost reliability and efficiency.

Three industrial professionals engaging with a computer displaying an "Outcome Assistant" interface, showcasing "PlantOS™ – Rise of AI-assisted Decision Making" in a modern factory setting.

What is Prescriptive Maintenance

What is Prescriptive Maintenance
by PlantOS™?

Graph showing rising equipment repair costs from "Failure Begins Here" to "Equipment Fails Here," with icons for vibrations, oil analysis, thermography, noise, and heat via PlantOS™.
Our Impact

AI-Powered Prescriptive Maintenance for Smarter, Reliable Operations

Prescriptive Maintenance by Infinite Uptime leverages PlantOSTM‘s AI-driven analytics to deliver precise, actionable insights and recommendations that tell you exactly what maintenance actions to take, when to execute them, and how to prioritize interventions for maximum equipment reliability and operational impact.
IU Gradient
99.97% Equipment Availability
Prescriptive Maintenance benefits diagram showing faster equipment payback, enhanced equipment lifespan, lower maintenance cost per unit, and elimination of unplanned downtime for industrial plants
Outcomes Delivered

Prescriptive Maintenance Designed
for Every Stakeholder

At Infinite Uptime, we deliver Prescriptive Maintenance services,
tailored for key stakeholders across your organization
  • Eliminate
  • Reduce
  • Raise
  • Create
  • Safeguard
A black and white portrait of "Frank CEO", a man in a suit and striped tie, looking directly at the viewer with a neutral expression.
Frank CFO

Reduce

Conversion Cost per Unit Produced

Raise

Utilization Growth %

Safeguard

ROI / Value Creation per Unit Time per Unit Area

A black and white portrait of "Chad COO", a man with curly hair, glasses, and a beard, smiling at the viewer with arms crossed, in a suit.
Chad COO

Reduce

Cost of Maintenance per Unit Produced

Raise

Safety & Risk Management

Safeguard

ROI / Production Agility

A black and white portrait of "Derek CDO", a man with a shaved head, glasses, and a beard, holding a phone, looking confidently at the camera.
Derek CDO

Reduce

Digital Tool Scatter / Integration Complexity

Create

AI-driven Site-wise Dashboards + Schedules

Safeguard

ROI-centric Digital Transformation

A black and white portrait of "Peter - Plant Head", a smiling man in a hard hat, safety vest, and ear protection, with his arms crossed.
Peter Plant Head

Raise

Output Growth %

Create

% Decisions Based on AI Prescriptions

Safeguard

Cost Competitiveness

A black and white headshot of "Mike - Maintenance manager", a young man in a white hard hat and work jacket, smiling genuinely at the camera.
Mike Maintenance Manager

Eliminate

Unscheduled Downtime Hours

Create

% AI Prescriptions Accepted & Acted Upon

Safeguard

Asset Reliability

A black and white portrait of "Emaad - Energy Manager", a smiling man with a beard, wearing a hard hat and safety vest, with his arms crossed.
Emaad Energy Manager

Reduce

Cost of Energy per Unit Produced

Safeguard

Energy Efficiency

A black and white portrait of "Disha - Digitalization Manager", a smiling woman in a white hard hat and safety vest, looking directly at the camera.
Disha Digitalization Manager

Raise

Productivity Growth %

Create

Digital Ways of Working

Safeguard

Digital Transformation ROI

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World’s Most User-Validated
Prescriptive AI Platform 
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PlantOS™ Enabled Prescriptive Maintenance

How Does PlantOS™ Enable
Prescriptive Maintenance Excellence?

PlantOS™ delivers comprehensive Prescriptive Maintenance services through a unified
platform featuring five integrated functional modules designed to baseline, benchmark,
optimize, collaborate, and prescribe intelligent recommendations for critical rotating
equipment, auxiliary systems, static assets, and process optimization.

An icon depicting a human head in profile with an eye at its center and three arrows pointing towards it, symbolizing "Sense & Ingest" of information or data.

Sense
& Ingest

Outcome based selection, installation and ingestion of equipment and process data from parameter to plant level.

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Administer &
Configure

Enables users to perform administrative tasks and access various Infinite Uptime applications within the PlantOS™ platform

Icon depicting a document with a chart and data points being reviewed by a magnifying glass, symbolizing the process to diagnose & analyze information.

Diagnose &
Analyze

Employs artificial intelligence to identify equipment faults & process variance.

Icon showing a gear with circular arrows, check mark, and cross symbol, representing Act & Resolve workflow for decisions and problem-solving.

Act
& Resolve

Empowers process and reliability teams with actionable insights to maximize availability and optimize efficiency & quality.

Icon showing four stylized people figures exchanging ideas around a central puzzle piece, illustrating how teams collaborate & integrate to solve problems.

Collaborate &
Integrate

Features an AI driven applications for answering plant, equipment, and process related queries and provides API documentation for seamless integration with third party applications.

Production Outcomes

What is the Path to Achieve Production Outcomes through Prescriptive Maintenance?

The path to Production Outcomes through Prescriptive Maintenance involves leveraging AI-driven insights to systematically baseline current performance, benchmark against industry standards, optimize machine operations through actionable insights and recommendations, and collaborate across teams to prevent failures, minimize downtime, and ensure consistent production goals and operational excellence.
Infinite Uptime Framework

The Infinite Uptime
Prescriptive Maintenance Framework

At Infinite Uptime, we have developed a comprehensive framework to guide
you on the path to achieving superior production outcomes

PlantOSTM Asset Performance Management

Infinite Uptime Prescriptive Maintenance Framework illustrating how rotating and static equipment are managed through online diagnostics, turbine and machine monitoring, oil analysis, thermography, and periodic manual inspections, supporting APM and PlantOS for global industrial operations.
Failure Modes & Effects Analysis (FMEA):
Failure Modes and Effects Analysis (FMEA) is a structured approach used to identify potential failure modes in a system, process, design, or service, and then assess the risk associated with those failures. The goal is to prioritize issues based on their severity, likelihood, and ability to detect them, so you can address the most critical problems first.
Risk-Based Inspection (RBI)
Risk-Based Inspection (RBI) is a powerful maintenance planning method used mostly in industries like oil & gas, chemical, power generation, and manufacturing. It helps prioritize inspection efforts based on risk, rather than doing inspections on a fixed calendar schedule.
Asset Management Strategy
It’s a strategic plan that aligns asset management activities with the organization’s overall business goals, aiming to maximize value, reduce risk, and optimize cost over the asset’s life cycle.
Critical & rotating equipment

Online Diagnostics and Recommendations:
Our AI-powered system continuously monitors your critical and rotating equipment, providing real-time diagnostics and recommendations for optimal performance.

Turbine and Turbo Machine Monitoring:
PlantOSTM offers specialized monitoring capabilities for turbines and turbo machines, ensuring their reliability and efficiency.

Online Oil Analysis:
We integrate online oil analysis to detect and prevent lubrication-related issues, extending the life of your equipment.

Auxiliary / static equipment

Manual Periodic Diagnostics and Recommendations:
PlantOSTM covers auxiliary and static equipment, providing periodic diagnostics and recommendations for comprehensive reliability.

Thermography and Non-Destructive Testing:
Our system incorporates thermography and non-destructive testing techniques to identify potential issues without disrupting your operations.

Periodic Oil Analysis:
Regular oil analysis helps optimize lubrication and prevent premature wear and tear of your equipment.

Root Cause Failure Analysis (RCFA) and Defect Elimination
We conduct thorough RCFAs to identify the root causes of failures and implement proactive maintenance measures to eliminate defects.
Lube Management
PlantOSTM helps you establish an effective lubrication management program, ensuring the right lubrication at the right time for your equipment.
Computerized Maintenance Management System (CMMS)
Our system integrates with your CMMS to streamline task and schedule management, ensuring efficient execution of maintenance activities.
Re-FMEA and Re-scheduling
We continuously revisit and update FMEAs and maintenance schedules based on the latest data and insights, fostering a culture of continuous improvement.
Process Induced Faults
Contextualize process parameter and equipment condition to proactively manage and avoid process induced faults
Get answers to common questions.
What is Prescriptive Maintenance in industrial operations?

Prescriptive Maintenance is an advanced AI-driven maintenance approach that not only predicts equipment failures but also recommends exact actions, timing, and priorities to prevent breakdowns and optimize asset performance.

How is Prescriptive Maintenance different from Predictive Maintenance?

Predictive Maintenance forecasts when a failure may occur, while Prescriptive Maintenance goes further by telling maintenance teams what to do, when to do it, and how to execute it to avoid failure and improve reliability.

What are the benefits of Prescriptive Maintenance?

Prescriptive Maintenance helps organizations reduce unplanned downtime, improve equipment reliability, lower maintenance costs, extend asset lifespan, increase production efficiency, optimize energy usage, and make better maintenance decisions through AI-powered recommendations. It enables maintenance teams to take proactive actions that prevent failures and maximize operational performance.

How does AI enable Prescriptive Maintenance?

AI enables Prescriptive Maintenance by analyzing real-time equipment and process data to identify potential failures, determine likely causes, and recommend the best corrective actions before a breakdown occurs. By combining machine learning, predictive analytics, and Industrial IoT (IIoT) data, AI helps organizations reduce downtime, improve equipment reliability, lower maintenance costs, and optimize operational performance.

How does AI power Prescriptive Maintenance in PlantOS™?

AI continuously analyzes vibration, oil, thermography, process signals, and operational data to detect anomalies, diagnose issues, and prescribe corrective maintenance actions that maximize equipment performance and reliability.

Can Prescriptive Maintenance reduce unplanned downtime?

Yes. By identifying failure patterns early and prescribing corrective actions, it significantly reduces unexpected breakdowns and improves plant availability.

What measurable outcomes does Prescriptive Maintenance deliver?

It delivers:

  • Higher equipment availability (up to 99.97%)
  • Reduced maintenance cost per unit
  • Extended asset life
  • Fewer unplanned shutdowns
  • Improved production stability
  • Faster maintenance response times
What is the role of AI in failure prevention?

AI detects subtle changes in machine behavior across multiple signals (vibration, heat, oil, acoustics) and converts them into actionable maintenance instructions to prevent failure progression.

What is the PlantOS™ Prescriptive Maintenance framework?

It is a structured AI system that includes Sense & Ingest, Diagnose & Analyze, Act & Resolve, Collaborate & Integrate, and continuous optimization layers to manage industrial assets intelligently.

Say Goodbye to
Dashboards
Say Hello to
Outcomes

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Nity, Infinite Uptime’s AI-powered assistant for predictive maintenance and industrial asset performance monitoring