AI in Energy: Revolutionizing Energy Efficiency, Smart Grids, and Predictive Maintenance

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AI in Energy:

Bridging the Gap Between Theory and Impact

Custom AI Solution for Data Scientists and Energy Experts

Business experts
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Of Explainability Rate, Offering Clarity and Trust in AI-driven insights in the Energy Industry

Benefits for Energy Experts

With papAI, business experts are not simply recipients of the results of data science but become active participants in the process. They can take part in data cleansing, visualize data using intuitive visual tools, and participate in the creation and optimization of models.

Business experts can explore, share and manage datasets using papAI’s integrated data catalog. papAI without replicating data acts as an audit tool on all available data, wherever it is actually stored, and helps to make business sense of it.

papAI offers various explainable AI features, such as feature contribution analysis, sub-population analysis, and Shapley values. These tools can help business experts understand the decisions made by machine learning models and make informed decisions.

Benefits for Data Scientists

Data scientists can build, orchestrate and optimize data pipelines from a No-Code graphical user interface, to accelerate and simplify the process of data preparation and analysis + data lineage, data governance, and automation.

All the tasks generated by users through no-code operations generate Spark tasks. These tasks are then automatically orchestrated on the integrated Spark cluster for optimal load balancing. The underlying infrastructure is self-managed and highly scalable. (Kubernetes).

papAI offers robust MLOps capabilities, enabling users to automatically deploy machine learning models in production, monitor them for quality and availability, and quickly retrain and redeploy them.

0 %
Hours Saved for Each Data Scientist Environment/Month
Data Collection​ Data Cleaning using AI

The AI Platform Built for Your Industry

Predictive Maintenance Efficiency

Predict failures and react in real time

Energy Consumption Forecast Accuracy

Ensure consumption forecasting for any system

Grid Reliability Index

Improve grid reliability and reduce the frequency of outages

Supply Chain Optimization

Reduce lead times and operational costs in the supply chain

Fraud Detection Accuracy

AI improves detection of fraudulent transactions

High explainability power

Understanding the results of algorithms clearly and transparently

Visualization and Reporting

Gain actionable insights through intuitive data visualization

Real-time Monitoring

Detect and respond to churn at the moment

Accelerate your AI deployment from data gathering to rapid AI-based decision-making

ai for energy consumption forecasrint

Find out how papAI improves energy consumption forecasts in the energy sector by analyzing large amounts of data, boosting model accuracy.

ai for fraud detection in energy

Discover how papAI revolutionizes fraud billing detection in the energy sector by expediting the implementation of AI projects, and refining accuracy in billing procedures.

ai for Energy Efficiency
Explore how papAI transforms energy efficiency in the energy sector. Through streamlined AI project implementation, automated data analysis, and operational optimization.

How do we ensure our client's success?

“The digital activity report for RATP bus controllers developed by Datategy is very intuitive. It allows us to manage our teams flexibly and gives great autonomy and responsibility to the 150 team leaders in the field. A 67% increase in the number of monthly fines and a 57% increase in average monthly takings have been recorded since the start of our collaboration.”
ratp
Benoit HEITZ - Anti-Fraud Expert - RATP

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AI-powered churn prediction systems have been shown to reduce churn costs by up to 80%.

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