ExtremeXP Framework – Tools & Capabilities

Unleashing the Power of Experiment-Driven Analytics

The ExtremeXP framework introduces a new paradigm for how organizations design, execute, and optimise complex analytics. By combining modularity, automation, user-centric design, and explainability, ExtremeXP transforms data-intensive experimentation into an efficient, transparent and interactive process. Our approach is built on a modular architecture capable of orchestrating multiple advanced subsystems. At its core lies the Experimentation Engine, which acts as the central driver for modelling experiments, enriching them with semantic and contextual information, scheduling analytics workflows across available infrastructures, and monitoring execution in real time. This engine is delivered as a service, supporting scalable and fully traceable experimentation.
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The ExtremeXP Framework Tools & Capabilities

Below is an overview of the main subsystems and their unique capabilities, aligned with the XP vision of transparent, interactive, and user-driven analytics.

  • 1

    Analysis-Aware Data Integration

    This subsystem ensures that data is not only collected but becomes directly usable for complex analytics.

  • 2

    User-Driven AutoML

    A next-generation AutoML approach that adapts to user constraints, context, and evolving requirements.

  • 3

    Transparent & Interactive Decision Making

    A subsystem dedicated to fostering trust and interpretability.

  • 4

    User-Driven Optimization of Complex Analytics

    Because analytics should adapt to the user not the opposite.

  • 5

    Extreme Data & Knowledge Management

    Ensuring that all data, models, decisions, and workflows remain trustworthy, secure, and traceable.

The Heart of the Framework : The Experimentation Engine

Core Artifacts

Adaptive Experiment Planning / Semantic Enrichment / DSL Modelling / Complex Workflow Scheduling / System & User Monitoring

Ready to try the ExtremeXP Framework ?

Fill out our quick registration form to join the beta testing phase. In just a few minutes, tell us about your profile, your use case, and what you want to explore. We will set up the most suitable testing environment for you and contact you with the next steps.

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The ExtremeXP project is co-funded by the European Union Horizon Program HORIZON CL4-2022-DATA-01-01, under Grant Agreement No. 101093164

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