AI for Safer and More Efficient Industry

Prioritize inspections, streamline maintenance, and avoid unplanned downtime. All with our cutting-edge AI.

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Delivering Machine Intelligence

AI-Enabled Asset Management

Create a unified history of your equipment from disparate data sources. Apply groundbreaking machine learning methods developed by our team and proven in the field.

Discover How
Example Industry Application

Data driven maintenance optimization for wind power

Predict equipment downtime. Optimize maintenance schedules to improve availability. Our new machine learning methods integrate all operating data to provide you with a complete understanding of your wind asset's performance.

See Our Solution in Action
Technical Capabilities

A 360º view of your equipment

Event Prediction
Accurately model time until key events, such as equipment failure or performance degradation.
Anomaly Detection
State estimate algorithms help identify unusual equipment operation, suggesting corrective actions.
Mode Classification
Detect equipment operating states to pinpoint issues and optimize maintenance planning.
Process Optimization
Continually learning models improve equipment operations, enabling you to see more output for a given level of input.
Equipment Simulation
Understand how events affect your equipments’ health and operation via effective state simulation.
Custom Control
Incorporate your own calculations and metrics into our data pipeline—enabling a high degree of customizability.
integrations

Leverage your existing data

Our data pipeline integrates data from a large number of existing data systems. Our model outputs can be seamlessly incorporated into existing operational processes via API.
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What types of data do we work with? Data Sensor measurements from DCS/SCADA systems, maintenance and inspection data (WMS), ERP records, and unstructured information (photos, PDF documents), among many other data types.
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Questions on compatibility with your current equipment data? Contact us.

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Proof of Concept

See value in weeks

To quantify your value creation opportunity, we can initiate product deployments with low-risk and rapidly deployed Proof of Concept projects.
Technical Assessment
Receive initial insights and use cases with Tagup's technology .
Identify Available Data
Outline Technical Objective
Define Success Criteria
Model Development
Train and validate models on available data.
Wrangle Data
Train & Validate Models
SME Feedback
Value & Deployment
Establish the value proposition and deployment strategy.
Value Creation Modeling
Application Access
Model Improvements
Case Study

Learn more about the impact we're creating with AI

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Discover the future of asset management

Consolidate all your equipment data in one place and use cutting-edge machine learning to prioritize inspections or maintenance and avoid unplanned downtime.
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The latest insights from our team

Methods for Imputation with Hidden Markov Models
Dask Performance Boosts For Model Training
Tagup at the National Offshore Wind R&D Symposium
DistribuTECH 2020
Using artificial intelligence to make the machines that power the world safer, more reliable, and more efficient.

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