Data Hub

Your AI can’t understand your data. Build the enterprise data map you’ve always needed

Your enterprise data is scattered. It lives in hundreds of databases, applications, and systems. Your AI tools are blind because they do not know what data exists, where it lives, or what it means.

Kamiwaza’s Data Hub is your central metadata catalog. It automatically discovers, maps, and governs all your data assets. Think of it as the intelligent file system for your entire enterprise, enabling secure data discovery and powering smarter AI.

Data chaos is blocking your AI strategy

You can’t build intelligent applications on a foundation you don’t understand. Your enterprise data landscape is likely a black box.

  • Unknown data assets — Critical data exists in databases your teams don’t even know about. Opportunities are missed and risks are hidden.
  • Lack of governance — Who owns which data? Who has access? Without a central catalog, enforcing security and compliance policies is nearly impossible.
  • Siloed metadata — Each database or application keeps its own schema information separate. Your AI tools can’t get a unified view to understand relationships across systems.
  • AI needs context — AI agents can’t intelligently query or process your data if they don’t understand its structure, meaning, and location. This blocks meaningful automation.
mix-7

The intelligent map for your enterprise data

Data Hub automatically builds and maintains a comprehensive catalog of all your data assets. It provides the foundational layer for data discovery, governance, and intelligent AI operations.

Automatic discovery & mapping

Data Hub connects to your various data sources. It automatically extracts metadata including database schemas, table structures, field definitions, and ownership information.

Unified metadata catalog

Get a single, searchable registry for all enterprise data assets. Understand what data exists, where it resides, who owns it, and how to access it.

Data lineage & relationships

Track how data flows and connects across different systems. Understand dependencies and the impact of changes before they happen.

Foundation for AI understanding

Data Hub provides the critical schema and semantic information that powers Kamiwaza’s AI brain. It enables concept extraction and builds the knowledge graph needed for intelligent agents to work effectively.

squ-3

Powering the Kamiwaza ecosystem

  • Data Hub is the essential “file system” that provides context to Kamiwaza’s intelligent components:
  • Kamiwaza brain — Uses Data Hub schemas to build enterprise knowledge graphs and understand the meaning behind your data.
  • Distributed data engine — Leverages Data Hub metadata for intelligent routing. It sends AI processing to where the relevant data lives.
  • Tool Shed — Data processing tools connect to Data Hub to access the metadata needed to interact correctly with enterprise systems.

Get results, not just software

Start building today, scale to enterprise tomorrow with guaranteed outcomes every step of the way

Community Edition

$00 /forever /month

Flex Edition

$25,0008 / year /month

Starter Edition

$75,00016 / year /month

Enterprise Edition

$125,000149 / year /month

Community Edition

Flex Edition

Starter Edition

Enterprise Edition

Core Platform

Distributed Data Engine
Locality-aware data operations for RAG
Inference Mesh
Scalable inference across environments
Local Model Repository
API-accessible model management and deployment
Data Catalog
Easy ingestion from files/objects with credential management

Developer Tools

Embeddings Middleware
Model-aware chunking with automatic offset tracking
Vector Database Access
Seamless integration with byte-range retrieval
Cluster Awareness
Develop on Mac, deploy on Linux clusters
React UI
Ready-to-use interface for platform management

APIs & Integration

REST APIs
Comprehensive API suite for custom development
Jupyter Environment
Pre-configured with sample notebooks
Developer Middleware
Data ingestion, retrieval, and model deployment tools
Loose Coupling
Abstracted, fungible architecture for flexibility

Deployment

Integrated Stack
Full Kamiwaza platform with llamacpp/vLLM engine
Pre-Evaluated Components
Tested versions of Datahub and dependencies
Nodes
Number of cluster nodes
1
3
3
3
CPUs/GPUs
Number of CPU/GPU Sockets
1
+1
3
3
VRAM
Maximum VRAM per GPU
-
128GB
500GB
Unlimited

Enterprise Capabilities

Distributed Processing
Intelligent workload orchestration across nodes
-
Advanced Security Controls
Enterprise-grade access management
-
Production Deployment
Battle-tested for business-critical applications
-
Professional Support
Priority technical assistance
-

Outcome-Based Support

Guaranteed Outcomes Per Year
Expert-guided implementation of high-value AI solution
-
1
4
12
Dedicated Implementation Support
Work directly with Kamiwaza engineers
-
Solution Design & Optimization
Custom AI workflow development
-
Quarterly Reviews
Regular assessment of value delivered
-
Monthly Reviews
Regular assessment and optimization
-
-
-
Dedicated Outcomes Architect
Assigned strategic implementation partner
-
-
-
Priority Engineering Access
Direct line to technical experts
-
-
-
Strategic Transformation Planning
Long-term AI roadmap development
-
-
-

Why data hub is essential

Unlock data discovery — Finally understand your complete enterprise data landscape.

Strengthen governance — Enforce policies consistently with clear ownership and access information.

Enable semantic AI — Provide the context needed for AI agents to truly understand and interact with your data.

Accelerate AI development — Reduce the time needed for developers to find and understand the data required for AI applications.

Improve data trust — Ensure everyone is working from a consistent, governed understanding of your data assets.

committed-to-your-roi

Map your data. Unleash your AI

Stop guessing about your data landscape. Build the foundation for secure, intelligent AI operations with Kamiwaza Data Hub.