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01
Dataploy helps you being more flexible and efficient. You can build your data process in your preferred language.
Save time and money with our serverless solution. You won’t have to worry about maintaining and stopping your own servers. With Dataploy you just pay just for the time you need.
Automatically checks out your code from your git repository
02
Run tests and automatically deploy if they passed or be notified if they didn't
Define your minimum model metrics (e.g. accuracy) and check their evolution
Monitor your key models metrics and analyse its evolution over time
03
Run the predictions and download reports with a simple API request
Check for use and performance metrics.
Automatically scales up when needed.
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In banking, decisions supported by predictive models have a direct economic impact on the company. That's why it's critical to monitor model performance metrics. Dataploy includes a monitoring system that allows controlling metrics and setting alarms in case of performance drop.
A fraud detection system must be able to detect non authorised transactions immediately to minimise economic loss. Dataploy allows to deploy your fraud detection model in a scalable system, so it will be always available.
Data models have to be efficiently evolved when new regulations appeared or more data is available over the system. With Dataploy, data scientists are able to change the models to add new variables or restrictions, and the platform will automatically run tests and deploy the changes. Also, Dataploy allows data scientists to schedule periodic retrains on new data easily.
Internet of Things projects are being deployed over complex installations to gather and process big amounts of data. In those scenarios, it's critical to have a highly scalable system, so it will be cheap when there are few sensors and powerful on a bigger infrastructure.
Predictive maintenance models are being implemented in many industry companies, so they can reduce repairment costs. Machinery faults are rare, so this models have to be constantly retrain with new data to be effective. Dataploy allows to schedule this retrainings periodically with an easy configuration.
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