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Lakehouse + AI Workbench

NextBrick Data AI Platform

A Databricks-style platform for pipelines, notebooks, governance, ML, and AI data products.

NextBrick Data AI Platform unifies ingestion, transformation, exploration, ML, feature engineering, and AI workflows for teams building reliable data products.

Positioned to replace

Databricks

NextBrick Data AI Platform product interface

Pipelines

Batch, streaming, and CDC workflows

ML + AI

Feature, model, and retrieval workflows

Governed

Access, audit, lineage, and quality

What Makes It Different

A productized NextBrick operating layer built around real enterprise workflows, not a thin wrapper around one vendor.

Data Product Studio

Design reusable data products for analytics, AI assistants, and customer-facing applications.

Pipeline Operations

Monitor Spark, Kafka, ingestion jobs, retries, and data quality from one surface.

AI-Ready Datasets

Prepare embeddings, features, and semantic views for retrieval and model workflows.

Governance First

Catalog, access controls, lineage, and audit reports are part of the operating model.

NextBrick Data AI Platform proof screen

Use Cases

  • Databricks modernization
  • AI data foundation
  • Analytics engineering
  • Feature pipelines

Why Teams Choose It

  • Unify data and AI delivery
  • Reduce notebook sprawl
  • Govern AI datasets
  • Operationalize pipelines

Product Modules

The product is packaged into clear capabilities so teams can adopt incrementally and expand as the platform matures.

Plan rollout
Workspace
Pipelines
Quality
Catalog
Features
Model Ops