Predictive Maintenance AI
Augury
SF 9.0AI-driven machine health diagnostics
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Predictive Maintenance AI
Infinite Uptime
SF 7.9Predictive maintenance for industrial machines
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Quick decision guide
Choose based on your workflow
Augury may fit better if...
- AI Diagnostics
- Expert Review
- Failure Library
Infinite Uptime may fit better if...
- Wireless Sensors
- AI Analytics
- Advisory Services
Overview
How each tool is described
Augury
What is Augury?
Augury is an industrial AI platform for manufacturers that combines machine-condition monitoring, prescriptive diagnostics, process optimization, and role-based AI agents. Its current Industrial AI Workforce connects machine and operational data to help reliability, maintenance, and operations teams identify risks, improve production performance, and move from diagnosis toward approved actions.
- Machine health: Augury’s Machine Health uses continuously connected industrial sensors to capture condition data such as vibration, temperature, and magnetic signals. AI diagnostics identify anomalies, faults, and severity, while Augury reliability experts validate important findings and provide guidance on what is failing, when action is needed, and what maintenance teams should do next.
- Process optimization: Process Health analyzes production data to identify root causes of inefficiencies and provides real-time recommendations to operators and engineers. Teams can adjust process controls and setpoints to pursue objectives such as higher throughput and yield while reducing waste, energy consumption, and process losses.
- Implementation checks: manufacturers should assess which assets justify continuous monitoring, sensor and connectivity requirements, production-data integrations, CMMS and maintenance workflows, process-data availability, and adoption by reliability, maintenance, and operations teams. Augury can also integrate with systems including CMMS, EAM, SCADA, and APM platforms.
- Commercial considerations: Machine Health is offered as a turnkey annual service billed per machine, per year. Augury states that the fee includes sensors, software, connectivity, installation, support, updates, and unlimited diagnostics rather than requiring customers to purchase the monitoring hardware separately.
Augury is particularly relevant to manufacturers that want predictive maintenance and process optimization connected to prescriptive guidance and industrial AI workflows rather than relying only on condition alerts or standalone analytics.
Infinite Uptime
What is Infinite Uptime?
Infinite Uptime provides PlantOS™, a prescriptive AI platform for heavy manufacturing that combines equipment sensing, existing plant-system data, process context, and equipment-specific models to identify developing faults and prescribe maintenance actions.
- Prescriptive maintenance: PlantOS analyzes mechanical signals such as vibration and temperature alongside live process conditions including load, speed, pressure, airflow, and production variables. Instead of issuing only an anomaly alert, it can identify the component or fault involved, explain the contributing condition, recommend a corrective action, and specify when the work should be completed.
- Closed-loop validation: each prescription is delivered into an operator workflow for action, digital sign-off, and outcome validation. PlantOS records whether the intervention resolved the issue and feeds validated outcomes back into its models, forming what Infinite Uptime calls the 99% Trust Loop.
- Plant-wide coverage: Infinite Uptime separates monitoring by equipment criticality. AI Shields target complex production-critical equipment such as kilns, mills, cranes, furnaces, mixers, and dryers; Critical Equipment Reliability uses continuous wired piezoelectric sensing; Standard Equipment Reliability uses wired or wireless MEMS sensors; and Non-Critical Equipment Monitoring uses self-powered InfiSense 3XT sensors for balance-of-plant assets. PlantOS can also incorporate data from existing PLCs, DCS historians, and installed sensors rather than requiring wholesale replacement of plant infrastructure.
- Commercial and delivery model: PlantOS is delivered as Production Outcomes as a Service rather than as a conventional standalone software license. Infinite Uptime combines sensing, the PlantOS AI layer, remote monitoring, domain expertise, and operator-validation workflows in an OpEx-oriented model, with solution scope determined by asset criticality, sensing requirements, existing plant data, and targeted reliability outcomes.
Infinite Uptime is most relevant to heavy manufacturers that want maintenance teams to receive specific, validated corrective actions rather than condition-monitoring alerts that still require engineers to diagnose the fault and decide the next step.
Side-by-side
Key differences
Criteria
Predictive Maintenance AIAugury
Predictive Maintenance AIInfinite Uptime
Best for
Predictive Maintenance AI
Predictive Maintenance AI
Score
9.0/10
7.9/10
Pricing
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Category / audience
AI Maintenance, CMMS & Asset Reliability Software › Predictive Maintenance AI
- predictive maintenance
- machine health
- vibration analysis
AI Maintenance, CMMS & Asset Reliability Software › Predictive Maintenance AI
- vibration sensors
- predictive maintenance
- machine health
OVERLAP
Where Augury and Infinite Uptime are similar
Both tools cover similar catalog signals. The deciding factor is usually workflow fit, implementation needs, and ecosystem fit.
2 capabilities1 workflows
Shared capabilities
Capability overlap
Shared workflows
Workflow overlap
Feature check
Side-by-side feature check
Feature
Augury
Infinite Uptime
Vibration SensorsWireless sensors on rotating critical machines
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AI DiagnosticsDetects bearing imbalance and looseness faults
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Expert ReviewReliability analysts validate machine health alerts
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Failure LibraryTrained on extensive industrial fault data
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Wireless SensorsMulti-parameter sensors for rotating equipment monitoring
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AI AnalyticsDetects faults and severity across machines
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10 capabilities compared.8 differentiating rows are shown first.
Use cases
Who they're built for
Augury
- Protect critical rotating equipmentCatch motor pump and fan issues weeks early
- Reduce unplanned production downtimeUse diagnostics to schedule fixes during planned windows
- Support reliability without analystsGet diagnoses without hiring full-time vibration specialists
Infinite Uptime
- Run plant-wide condition monitoringTrack motors pumps fans and compressors continuously across plants
- Reduce production downtime hoursCatch faults early to schedule repairs in time
- Support steel and cement plantsApply predictive maintenance in heavy process environments
The trade-offs
Pros & cons of each tool
Trade-offs
Augury
Pros
- Trusted diagnostics on critical rotating equipment
- Bundled experts review machine health alerts
- Fast time to value on pilot lines
Cons
- Coverage focused on rotating equipment classes
- Subscription cost adds up across many machines
- Less self-service customization than analytics platforms
Trade-offs
Infinite Uptime
Pros
- Strong on the ground engineering support
- Practical bundled program suits heavy industry
- Good fit for Asia-Pacific industrial clients
Cons
- References thinner outside Asia-Pacific markets
- Bundled program model less flexible for some
- Total cost depends on asset count chosen
Final verdict
Augury has the stronger catalog fit
Current catalog data gives Augury more decision signals for this pair. Verify pricing, setup effort, and ecosystem fit before committing.
Shared catalog overlap
Augury and Infinite Uptime share 3 catalog signals, so the decision should focus on fit rather than broad capability alone.
Differentiators available
Augury has 4 visible decision signals and Infinite Uptime has 4.
Score signal
Augury has the higher SoftFinders Score in the current catalog data.
Choose Augury if…
- Protect critical rotating equipment
- Reduce unplanned production downtime
- Support reliability without analysts
- AI Diagnostics
Choose Infinite Uptime if…
- Run plant-wide condition monitoring
- Reduce production downtime hours
- Support steel and cement plants
- Wireless Sensors
TRY THEM YOURSELF
See which one fits your workflow
Both tools have their strengths, the best way to decide is to spend a few minutes inside each.