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Advanced Insight
Deeper exploration, anomaly analysis, relationships, quality signals and executive-level summaries.
VERSION 2 · 2.0.0 · PROFESSIONAL
Beyond analysis. Toward intelligence.
DataRead Professional is the extended platform direction: machine learning, model evaluation, data infrastructure and AI / LLM workflows built on the same preparation and analysis foundation.
Professional capability map
Six areas for the next level of data work.
Professional builds on Advanced and is intended to bring analytical work closer to model development, data management and AI-assisted workflows.
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Machine Learning
Workflows for preparing features, training models and comparing candidate approaches.
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Model Evaluation
Model metrics, validation, performance history and transparent evaluation records.
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Data Lakes
A future data layer for organizing and working with larger, distributed data collections.
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Data Vault
A governed workspace direction for storing, organizing and reusing datasets and project assets.
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AI & LLM Workspace
Planned AI-assisted workflows and language-model capabilities for supported data tasks.
One product family
Professional does not replace the basics.
Preparation, review, analysis and export remain the foundation. Professional extends the workflow rather than splitting it into unrelated tools.
- Includes the Free and Advanced foundations.
- Adds professional analytical and model workflows.
- Designed for future data infrastructure and AI capabilities.
Professional direction
One connected data lifecycle.
Explore, model, evaluate, govern and augment data work in a consistent environment.
Important roadmap notice: The six capability areas on this page communicate the Professional product direction. They must not be presented as shipped or available until each feature is implemented, tested and included in a released Professional build. No AI, LLM, ML service, data-lake connector or vault backend is connected by this website package.