Data & Business Intelligence

Power BI: Beyond Visualization

Power BI is our preferred data visualization tool. Today’s complex needs go beyond simply creating interactive reports and require advanced predictive and intelligent system analysis capabilities. Our Data & Business Intelligence Center of Excellence aims to address this challenge.

Optimizing Artificial Intelligence in Power BI: Overcoming Native Limitations

Power BI already integrates artificial intelligence features. However, these native capabilities have limitations:

• PLimited Customization : The AI integrated into Power BI is designed for generic use cases and cannot always adapt to the specific needs of each organization.
• Limited Integration : Native capabilities may be insufficient for seamless integration with other advanced AI systems or external data sources.
• Limitations of Native Data Sources : The features built into Power BI are often designed for general scenarios and may not be fully optimized to exploit the full potential of company-specific data.

For these reasons, we have developed our own custom AI architecture that overlays Power BI. Our approach offers :

• Maximum Adaptability : Our AI is custom designed to precisely align with our clients’ specific processes and requirements.
• Advanced Analytics : We use cutting-edge AI models to handle complex data sets and provide deeper insights.
• Integration Flexibility : Our architecture can connect with a variety of other tools and systems, ensuring seamless and extended integration.
• Capability Extension : By combining Power BI with our custom AI, we can address specific issues such as the use of computer vision algorithms, complex machine learning applied to internal and external data, and integration with language models like GPT or our own solution based on the LLM Open Source FALCON 180B (180 billion parameters).

Data Architecture and Big Data: The Foundations of Predictive Business Intelligence

In the competitive world of business intelligence, a robust and secure data architecture is crucial. Basic solutions are no longer enough to handle the complexity and growing volume of data. This is where our expertise comes into play, offering solutions tailored to the new era of advanced 360 analytics.

1. Data Warehouse Design: We create structured data warehouses for efficient integration, analysis, and reporting. These warehouses are designed to be scalable, secure, and performant, ensuring data reliability for informed decision-making.

2. Big Data Architecture: For projects requiring analysis of massive amounts of data, our Big Data architecture uses cutting-edge technologies for storage, processing, and analysis. We use ecosystems like Hadoop and Spark to efficiently manage unstructured and semi-structured data, enabling real-time predictive and prescriptive analytics.

3. Data Dictionaries and Metadata: Metadata management is essential for ensuring data quality and governance. We provide solutions for creating data dictionaries that serve as a centralized repository, ensuring consistency, understanding, and regulatory compliance. We use our LLM to analyze and model the semantics of metadata, allowing your teams to harness the full power of your data architecture.

4. ETL and Service Integration: Our Extract, Transform, Load (ETL) services facilitate the consolidation of data from multiple sources. With deep expertise in ETL tools like Talend or WSO2, we provide reliable and optimized data pipelines for processing and analysis.

5. API Management and Middleware: For data to be truly powerful, it must be accessible. Our API management and middleware solutions ensure that applications and services can communicate effectively, enabling seamless data integration across heterogeneous systems.

6. Advanced Analytics and Machine Learning: We integrate machine learning and advanced analytics to extract precise insights from vast data sets. This allows you not only to understand the past but also to predict future trends and automate strategic decision-making.

Conclusion

Our expertise in data architecture and Big Data is the foundation on which next-generation business intelligence solutions are built. We help organizations harness the power of their data for precise, predictive, and prescriptive analysis, propelling business decisions towards innovative and differentiating horizons.

Our AI architecture add-on transforms Power BI from a powerful data analysis tool into a complete and avant-garde business intelligence platform, capable of meeting sophisticated analytical needs and providing a significant competitive advantage.

This synergy between Power BI, artificial intelligence, and our DATA architecture skills positions our “Data and Business Intelligence” service center as an innovative leader in your transformations towards a “Data Centric” enterprise.