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Predictive Maintenance
Leverage deep learning models to proactively assess the health of your assets and perform timely maintenance to reduce downtime and save costs.
Reduce downtime by identifying equipment with a high risk of failure
Save operational costs by avoiding unnecessary maintenance
Increase asset life by performing timely maintenance
With Abacus.AI you can set up state-of-the-art deep learning models for predictive maintenance within hours. These models learn from your past failures as well as spot anomalies that can lead to new failures. No cumbersome data preparation or engineering effort to deploy the models in production is required.
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Benefits
Automated Pipelines and Retraining
Don't waste time in dealing with data hassles. We will automatically create your data pipeline and retrain your models. Import data directly from your favourite data warehouse or your favorite spreadsheet with just a click or an API call.
State-of-the-art Predictive Model in minutes
Simply upload the machine logs and telemetry that you currently have. Our AI engine does the rest to get you intelligent insight into machines that need maintenance.
Easy Deployment and Monitoring
With Abacus.AI you can easily deploy models into production with a click of a button or an API call. The model monitoring dashboard helps you track and prevent model drift.
Predict the Known and the Unknown
Our model predicts known failures before they occur based on historical failure data and predicts unknown failures before they occur by spotting anomalies.
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