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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.

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Kobai & Industry News
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Kobai Announces Listing on Databricks Marketplace

Continuous Integration has expanded over the course of my career. 

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A dark background stylized team silhouette outlined by a backlight overlaid with a dynamic graph network and semantic data lines blending abstract human collaboration and AIdata symbols in a techinspired palette clean minimal optimistic

ABOUT US

Bridging Complexity with Clarity

Our Journey Toward Semantic Intelligence.

At Kobai, we believe that solving the most challenging industrial problems requires more than just data—it requires context. By integrating operational and enterprise data through semantic graph models and ontologies, we empower organizations to make informed decisions and fuel advanced analytics.

PRINCIPLES

From the very beginning, Kobai has been guided by foundational principles that shape our approach and solutions:

  • Knowledge-Driven: We prioritize domain expertise to inform our technologies and strategies.
  • Integrated OT & IT: Bridging operational and information technologies for seamless collaboration.
  • Seamless Edge & Cloud: Ensuring fluid operations across all platforms and environments.
  • Domain-Centric: Tailoring our solutions to meet specific industry needs and challenges.
  • Asset-Focused Design: Centering our designs around critical operational assets.
  • Empowering Every Role: Providing tools that enable all users to make informed, data-driven decisions.
  • Contextual AI: Enhancing artificial intelligence capabilities with rich, contextual data.

Our Partner Ecosystem

Kobai partners with leading platforms and validation providers to ensure seamless integration, trusted performance, and enterprise-ready solutions.
From Vision to Impact

A Journey of Engineering Knowledge into Action

  • A stylized lightbulb emerging from a semantic graph network symbolizing the birth of an idea blueprintstyle lines on a dark tech background-1

     2017 – FOUNDED WITH A CLEAR VISION

    Kobai was born from the idea that semantic knowledge can bridge the IT/OT divide in industrial analytics.
  • A connected dashboard overlay on an industrial facility showing data lines linking OT systems and cloud infrastructure enterprisegrade UI elements-1

     2019 – FIRST ENTERPRISE DEPLOYMENT

    Our first production rollout helped a global energy client connect disparate systems and accelerate AI initiatives.
  • A glowing 3D graph core engine powering up with data nodes orbiting it like electrons forming an idea of Saturn tilted and cutting through the platform sleek metallic and blue tones

    2021 – LAUNCH OF THE GRAPH ENGINE

    We released our proprietary graph-native core, enabling contextual AI across massive operational datasets.
  • Digital platforms floating above a global network map partnership nodes connecting across continents-1

    2023 – STRATEGIC PARTNERSHIPS & EXPANSION

    Kobai integrated with major platforms like Databricks, Azure, and Snowflake, expanding into aerospace and manufacturing.
  • A data network seamlessly blended with a knowledge graph glowing in motion representing the fusion of AI and semantic layers

    2025 – NEXT CHPATER: AI-NATIVE SEMANTICS

    Today, we’re unlocking the next generation of AI performance through real-time knowledge modeling at scale.
A glowing network of interconnected data points forming a sideways plum blossom shape symbolizing growth and connection dark background techinspired3-1
TOUCH
Vision
Vision

To empower industries with intelligent, connected data ecosystems that drive innovation, efficiency, and sustainable growth.

Futuristic skyline overlaid with constellationstyle graph lines representing a connected industrial future semiabstract clean dark palette-1
TOUCH
Mission
Mission

To unify operational and enterprise data through semantic graph technologies, enabling organizations to harness the full potential of their information for smarter decision-making and transformative outcomes.

A dark background stylized team silhouette outlined by a backlight overlaid with a dynamic graph network and semantic data lines blending abstract human collaboration and AIdata symbols in a techinspired palette clean minimal optimistic

THE PEOPLE BEHIND THE PLATFORM

At Kobai, our strength lies in our diverse and dedicated team of engineers, designers, data scientists, and domain experts. United by a shared belief in the power of connected data, we are committed to delivering innovative solutions that drive meaningful outcomes.

While we don't spotlight individual names, our team's collective expertise and passion are evident in every project we undertake. Whether you're a customer, partner, or collaborator, we look forward to engaging with you and demonstrating the value we can bring to your organization.
Build the Future of Industrial Intelligence.

JOIN THE TEAM

At Kobai, we believe in giving our best and enjoying the journey. Our team thrives on curiosity, shared ownership, and continuous learning. Whether you're working remotely or in a hybrid setup, you'll find the support to do your best work—with autonomy, meaningful challenges, and an inclusive team behind you.

 

Work with Us - Explore the Opportunities

We value:

  • Cross-functional collaboration without silos: Bringing together diverse expertise to drive innovation.
  • Room to propose, prototype, and push new ideas: Encouraging initiative and creative problem-solving.
  • Transparency, trust, and a bias for action: Fostering an environment where open communication and decisive action are valued.
  • A healthy balance between focus and flexibility: Supporting well-being while maintaining high performance.
LET'S HAVE A CHAT AND TALK ABOUT YOUR PROJECT

GET IN TOUCH

Whether you're exploring Kobai for a specific use case, need pricing details, or want to see the platform in action, our team is ready to help. Share your goals — we'll follow up shortly.

 


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