Karolium Digitizes Material Sales for a Leading Semiconductor Manufacturer
A Manufacturing company often finds itself with excess inventory and assets. Managing these through manual processes like Excel and email consumes valuable time for the...
PREDICTIVE MAINTENANCE
AI-Infused Predictive Maintenance Powered by Zero Code Intelligence
Unlock asset reliability by composing intelligent workflows to detect anomalies, forecast equipment failure, and trigger prescriptive maintenance actions with speed and precision.
- 100% Tech Debt Free
- Zero Code AI
- 10X Faster Deployment
- Predictable Uptime, Lower Operational Risk
Asset health monitorPump P-204, Line 3
Live telemetryVibration signalNormal baselineAnomaly detected
Vibration2.1 mm/s6.8 mm/s
Temperature68°C79°C
AcousticNormal
Remaining useful life
18 daysBearing wear, high failure risk
Automated actions
- Work order createdWO-5531 in SAP PM
- Bearing kit reservedMRO inventory
- Maintenance scheduledPlanned shutdown, Saturday
MonitorDetectPredict RULDowntime avoided
Customer Centric
Compose Predictive Maintenance Intelligence with Karolium
Knowing when a critical asset will fail makes or breaks plant performance. Timely, proactive asset intervention eliminates unplanned downtime, safeguards production schedules, and cuts emergency repair costs.
Traditional asset tools rely on rigid calendar schedules and black-box software that fails to adapt to unique operating conditions. Karolium replaces static maintenance with a Zero-Code AIPaaS architecture, empowering teams to visually compose custom predictive workflows without technical debt.
Why Karolium
Why Traditional Maintenance Stalls vs. The Composable Shift
Rigid Monoliths vs. Composable Logic
Siloed Telemetry vs. Unified OT/IT Flow
Alert Noise vs. Closed-Loop Execution
Move from static, vendor-locked alert thresholds to drag-and-drop ML models fine-tuned to your plant’s real tolerances.
Connect high-frequency sensor streams (SCADA, PLC, IoT) straight to enterprise systems of record (SAP, Oracle, IBM Maximo).
Shift from simple failure warnings to automated, orchestrated work orders and spare parts provisioning.
INTELLIGENT MAINTENANCE OPERATIONS
Build Custom Asset Intelligence Across Your Operations
Procure & Prepare
Ingest multi-variable telemetry (vibration, acoustics, thermal) across legacy and modern machines.
Model & Predict
Apply plug-and-play AI/ML to detect subtle degradation and pinpoint Remaining Useful Life (RUL).
Automate & Act
Trigger automated field service tickets, parts requisitions, and dynamic shift adjustments with zero manual handoffs.
What Makes Predictive Maintenance Complex?
Predictive maintenance becomes difficult when equipment data is fragmented, systems are disconnected, and maintenance models need to keep adapting to changing operations.
You need to:
Bring equipment data together from SCADA, PLCs, IoT sensors, and other sources
Adapt to different machines and equipment without being locked into rigid vendor platforms
Connect predictive alerts to action across CMMS, ERP, and maintenance processes
Keep failure models up to date as operating conditions and production lines change
Build predictive maintenance that adapts as your operations change.
Capabilities
Compose Predictive Maintenance for Your Enterprise
Use Karolium’s zero-code platform to compose the predictive and prescriptive maintenance capabilities your operations require.
Anomaly Detection Pipelines
Ingest high-frequency vibration, temperature, and acoustic signals to establish normal operating baselines and flag micro-deviations instantly.
Remaining Useful Life (RUL) Forecasting
Run AI/ML time-series models to calculate precise asset failure horizons and operational risk scores.
Automated Work Order Orchestration
Automatically generate and schedule maintenance orders within SAP, Oracle, or IBM Maximo the moment failure risk thresholds are breached.
Predictive Spares Provisioning
Link component wear rates directly to MRO inventory systems to trigger parts procurement before maintenance shutdowns occur.
Dynamic Asset Digital Twins
Visually compose real-time telemetry overlays mapped to plant layouts for end-to-end component visibility
Operational Risk & Compliance Tracking
Set automated rule engines to flag safety non-conformance, environmental drift, and regulatory exposure before breaches happen.
Role-Tailored Operational Views
Drag and drop custom dashboards for plant technicians, reliability leads, and enterprise operations executives.
Take Control of Your Asset Health and Uptime
Eliminate unplanned downtime, optimize maintenance scheduling, and protect equipment performance across your enterprise. Leverage zero-code intelligence and composable AI/ML models to build predictive maintenance workflows that connect floor signals directly to enterprise action. Experience faster, smarter asset operations with Karolium while continuously adapting your maintenance logic to evolving operational demands.
Eliminate unplanned downtime, optimize maintenance scheduling, and protect equipment performance across your enterprise. Leverage zero-code intelligence and composable AI/ML models to build predictive maintenance workflows that connect floor signals directly to enterprise action. Experience faster, smarter asset operations with Karolium while continuously adapting your maintenance logic to evolving operational demands.
Why Karolium
Why Compose Asset Intelligence with Karolium?
Zero Code Technology
Accelerated Time-to-Value
100% Tech Debt Free Deployment
Scalable Multi-Plant Governance
Bidirectional ERP & CMMS Orchestration
Composable AI/ML Architecture
Real-Time Telemetry & Edge-to-Cloud Execution
Lower Maintenance & MRO Carrying Costs
Automated Ingestion Across SCADA, PLC, and IoT
Built for Change
Extend and Evolve as Your Business Changes
Your business processes, data, interfaces, integrations, and decision logic will continue to change. Karolium gives teams the freedom to compose, configure, and personalize each layer as requirements evolve, without being locked into rigid application structures or rebuilding the underlying landscape.
Data Models
Adapt data structures to reflect how your business operates. Extend relationships, attributes, and business context as requirements change, while connecting data across existing enterprise systems.
User Interfaces
Create role-specific experiences around the way different users work. Configure screens, views, and interactions to support changing business needs without being constrained by fixed application designs.
Business Strategies Across Layers
Configure business rules, validations, and operating strategies across geographies, business units, and enterprise levels. Change how the business operates without rewriting the application.
Ecosystem-Centric Integrations
Compose and adapt integrations across ERP, legacy, cloud, partner, and other enterprise systems. Connect new systems and data flows without introducing code-heavy integration dependencies.
Analytics and Intelligence
Extend insights as business questions evolve. Bring together enterprise data, business context, AI-driven capabilities, and intelligence to support changing business needs.
Multidirectional Orchestration
Compose workflows across applications, systems, and stakeholders to respond to changing business conditions. Adapt process logic, dependencies, and actions across legacy and cloud environments without rigid workflow structures.
Case Studies
ISO Inspection Solution
Become ISO Compliant for business units in 3 weeks time. Integrate inventory information from operational systems such as PO, ASN without altering the integration...