Open lakehouse architecture, governed pipelines, and analytics built on watsonx.data and Databricks — so your AI is accurate, explainable, and audit-ready.
One architecture from raw ingestion to AI-ready features — open formats throughout, so you're never locked in.
Curated, governed data feeding watsonx and your ML workloads.
Self-service dashboards and queries over a single source of truth.
Every dataset discoverable, traceable, and validated.
Iceberg & Delta on watsonx.data and Databricks — one copy, many engines.
Batch and streaming ingestion from every source system.
Two best-in-class lakehouse engines, integrated into one governed foundation.
An open, hybrid lakehouse that lets you scale AI workloads with governance and cost control — the data layer of the watsonx platform.
The unified analytics platform for big data and ML — Delta Lake, collaborative notebooks, and scalable Spark processing.
From the first pipeline to a fully governed, AI-ready estate.
Open, scalable foundations on Iceberg and Delta — the single source of truth for analytics and AI.
Batch and streaming ingestion, transformation, and orchestration built for reliability at scale.
Cataloging, lineage, and data-quality controls that make every dataset trustworthy.
Self-service dashboards and reporting over a unified, governed data layer.
Curated, reusable feature stores that feed your AI and ML models reliable inputs.
Encryption, masking, and access controls that protect sensitive and regulated data.
AI is only as good as the data beneath it. We make sure yours is accurate, traceable, and compliant — the foundation the T.R.U.S.T. Framework is built on.
Gets you to clean, governed, decision-ready data faster.