AI-native products for modern data platforms.
Coreberries builds AI-enabled products for Data & Analytics.
Coreberries is the umbrella brand behind a growing family of products for analytics, data warehouses, metadata, search, graph reasoning, lineage, governance, AI, and ML. We build software that helps teams understand system structure, operate workflows, and turn enterprise data into reliable, explainable infrastructure.
The Coreberries model
A parent company for the future of connected data products.
Coreberries is the umbrella brand behind products for data analytics, data warehouse intelligence, AI and ML systems, metadata, enterprise search, graph-native data understanding, lineage, governance, and future AI-ready infrastructure. The goal is not a loose collection of tools, but a coherent family of products built around how data systems actually connect.
Analytics and warehouse intelligence
Products that turn schemas, columns, marts, workflows, and warehouse context into something teams can navigate, reason about, and operate with confidence.
Metadata, search, and semantic understanding
Intelligent layers for metadata discovery, semantic search, relationship mapping, and knowledge-graph style understanding of enterprise data.
Graphs, nodes, lineage, and governance
Graph-inspired products that reveal dependencies, lineage, governance context, explainability, and operational trust across the stack.
AI-native operations and ML-aware systems
A long-term product family for AI-assisted data operations, ML workflows, observability, and intelligent enterprise data platforms.
Product ecosystem
Every product, capability, and intelligence module lives inside the same bunch.
Each berry represents a live product, an emerging capability, or a future product area. Together, the bunch becomes a recognizable Coreberries system: metadata-aware, graph-inspired, expandable, and built for teams that need to understand how their data platform fits together.
Featured
Flagship product
Nodeberries
AI Data Intelligence Platform
Build, operate, and explain your data platform from one workspace. Nodeberries helps teams understand schemas, columns, marts, relationships, ingestion, workflows, governance, AI or ML operations, and the wider warehouse context.
Nodeberries is the AI Data Intelligence Platform for teams that need one workspace to build, operate, and explain the data platform. It connects schema intelligence, column intelligence, relationship mapping, ingestion awareness, workflow context, governance signals, and AI-ready operational understanding.
Open source
Available now
Warehouse MCP
Production MCP server for your data warehouse
A production-ready Model Context Protocol server for the data warehouse with read-only enforcement, four-tier role-based access, optional warehouse-role impersonation for native RLS and CLS, JSONL audit logging, and optional output PII masking.
Self-host the Docker image, install via `npx`, or watch for the upcoming managed cloud variant.
Future concept
Graphberries
Graph intelligence and relationship mapping
A concept for graph-native understanding of dependencies, nodes, semantic links, reasoning paths, and explainable enterprise data relationships.
Why Coreberries
The modern data stack is fragmented, and AI makes that fragmentation harder to ignore.
Metadata is scattered
Teams still jump between data warehouses, analytics layers, docs, orchestration tools, catalogs, dashboards, logs, notebooks, and tribal knowledge.
Search and visibility are incomplete
Without unified graph context, relationship mapping, and lineage, teams cannot easily discover what exists, how it connects, or what can be trusted.
AI needs explainable foundations
Coreberries builds products that make data platforms more discoverable, operable, searchable, governable, and explainable for AI-native workflows.
Future vision
Coreberries is building an expanding ecosystem, not a single point solution.
Over time, the Coreberries family will extend across metadata intelligence, search, graph reasoning, analytics workflows, warehouse intelligence, AI-assisted data operations, ML-aware systems, and explainable data infrastructure. The ambition is a recognizable product ecosystem for intelligent data platforms.
Connect with Coreberries
Explore the ecosystem, follow the product family, or partner early.
Coreberries is building for teams shaping the future of analytics, data warehouses, metadata systems, search, graphs, lineage, and AI-enabled operations. If that is your world, we would love to hear from you.