Trustworthy AI starts with a trustworthy data foundation.
Open lakehouse architecture, governed pipelines, and analytics built on watsonx.data and Databricks — so your AI is accurate, explainable, and audit-ready.
An open lakehouse, layer by layer.
One architecture from raw ingestion to AI-ready features — open formats throughout, so you're never locked in.
AI-ready features & models
Curated, governed data feeding watsonx and your ML workloads.
Analytics & BI
Self-service dashboards and queries over a single source of truth.
Catalog, lineage & quality
Every dataset discoverable, traceable, and validated.
Open lakehouse
Iceberg & Delta on watsonx.data and Databricks — one copy, many engines.
Pipelines & integration
Batch and streaming ingestion from every source system.
The platforms behind your data estate.
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.
End-to-end data engineering.
From the first pipeline to a fully governed, AI-ready estate.
Lakehouse Architecture
Open, scalable foundations on Iceberg and Delta — the single source of truth for analytics and AI.
Data Pipelines
Batch and streaming ingestion, transformation, and orchestration built for reliability at scale.
Governance & Quality
Cataloging, lineage, and data-quality controls that make every dataset trustworthy.
Analytics & BI
Self-service dashboards and reporting over a unified, governed data layer.
Feature Engineering
Curated, reusable feature stores that feed your AI and ML models reliable inputs.
Data Security
Encryption, masking, and access controls that protect sensitive and regulated data.
No governance, no trustworthy AI.
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.
- Full lineage from source to model
- Automated data-quality validation
- Policy-based access & masking
- Audit-ready for HIPAA, SOC 2 & more
Ready to make your data ready for AI?
Tell us where you are. We'll get you to clean, governed, decision-ready data — faster.