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Semantic Distillation: A Brief Primer

The fact that business teams are drowning in disconnected data is getting to be a bit of a cliche. Adding a semantic layer to an enterprise data platform can bring order to chaos, allowing teams to collaborate effectively and leverage AI to unlock valuable insights.

Celebal Technologies Partners with Kobai
Celebal Technologies Partners with Kobai

to Launch Turnkey Knowledge Graph Solutions For Global
Enterprises on Databricks

Latest Event:
Webminar on Wednesday, October 29th, 2025
Play now
Sparse Graph With Connected Mayor Circle

The best answers rarely come from one system.

Enterprise AI rarely operates within one platform or domain. Kobai works with the data platforms, technology providers, and delivery partners enterprises already rely on, making Shared Business Context reusable across AI, analytics, and applications.

Technology & Data Platforms

Databricks

Data Intelligence Platform
databricks.com

Celebal Technologies is a global systems integrator specializing in data engineering, AI, and enterprise analytics on Databricks. Together, Celebal's implementation and data engineering capability and Kobai's Business Context capability help customers move from platform implementation to usable AI outcomes faster.

How this helps customers

  • Combines Celebal's data engineering and Databricks implementation experience with Kobai's Business Context Layer

  • Helps customers move from platform build-out to reusable business context and AI-ready outcomes

  • Supports enterprise data platform modernization initiatives

Systems Integrators & Delivery Partners

Celebal Technologies

Systems Integrator & Delivery Partner
celebaltech.com

Databricks provides the governed data and AI foundation for enterprise analytics and AI. Kobai complements that foundation by helping organizations create and operationalize reusable Business Context across entities, relationships, and domains, making that context available to AI, analytics, and applications built on Databricks.

How this helps customers

  • Helps organizations create and operationalize reusable Business Context on top of Databricks-governed data

  • Supports AI agents, copilots, and analytics applications reasoning across enterprise data with consistent context

  • Makes governed data and business relationships reusable across Genie, AI/BI, and other Databricks-native experiences.

Industry & Operational Platforms

AVEVA

Industrial software & data platforms
aveva.com

AVEVA provides industrial software widely used across energy, manufacturing, and infrastructure to manage operational and engineering data. As part of Kobai's broader Business Context architecture, operational data managed in AVEVA systems can be connected with enterprise data on Databricks, giving organizations a Shared Business Context that spans operational, engineering, and business domains.

How this helps customers

  • Supports connecting operational, engineering, and business data across AVEVA and Databricks environments

  • Supports asset-centric operational intelligence and digital twin initiatives

  • Provides governed business context for predictive maintenance and reliability analytics

  • Helps industrial organizations extend the value of existing AVEVA and Databricks investments

Why Kobai partners with the ecosystem

The most valuable enterprise questions rarely stay inside one system. They start in one domain and finish in another — a maintenance question that depends on supplier data, a customer question that depends on order and product history, a risk question that depends on data spread across operational and enterprise platforms. Answering these questions requires connecting business context across domains, platforms, and applications.

Kobai partners with the platforms enterprises already run on, and the systems integrators who help them get there, so that Shared Business Context is available wherever it's needed, without asking organizations to rebuild what already works.

Two ways to get started

Whether you're evaluating Kobai on Databricks or exploring a partnership, we'd like to hear from you.