Semantic Layer

Solution

Harness the
Power of the Ontology-Based Semantic Layer

Timbr leverages its unique SQL ontology platform to provide a headless BI powered by semantic modeling and virtualization, integrating data with meaning, explicit relationships, and standardized metrics to accelerate the delivery of data products.

Single Source of Truth

Serving as a centralized source of truth for metrics and a powerful engine for analysis, Timbr delivers reliable insights, enables AI-driven decision-making, and promotes shared understanding and reuse of data across the organization.

Decouple BI from Data

Timbr decouples data processing and visualization, enabling seamless integration of insights into custom applications, workflows, and interfaces. By unifying disparate data into a context-rich framework, it ensures a 360° view of data, interoperability and scalability.

BEHIND THE SOLUTION

The ontology-based semantic layer centralizes business logic allowing for more flexible and complex querying, essential for advanced AI integration.

USE CASE – DATABRICKS

Timbr seamlessly integrates with Databricks enabling fully declarative definition of semantic models to efficiently  manage and share data.

USE CASE – POWERBI

Substitute DAX with SQL modeling and metrics that enable PowerBI with accelerated refreshing and advanced analytics across data sources.

REFERENCE ARCHITECTURES

Timbr embedds semantic intelligence into leading architectures including, Microsoft Fabric, Google Cloud, AWS Cloud and Snowflake.

Challenges

Dealing with Silos and Complex Data Structures?
Organizations often struggle with disparate data sources and complex schemas comprising numerous tables, creating data silos and inconsistent terminology. These barriers hinder effective integration and collaboration across teams, limiting the ability to derive actionable insights from enterprise-wide data.
Facing Governance and Scalability Issues?
As data systems scale, the lack of a centralized governance framework leads to inefficiencies, errors, and compliance risks. Without proper oversight, organizations face challenges in maintaining data consistency and ensuring interoperability across expanding datasets.
Generating Views Over and Over Again?
Traditional BI tools rely on ad hoc modeling and static views, making them rigid and difficult to share. These limitations prevent scalable analytics and hinder the integration of insights into modern workflows, delaying decision-making and innovation.

Why Timbr

Ontology-based Semantic Modeling with Virtualization
Timbr’s ontology-based semantic layer integrates disparate data sources and simplifies work with complex schemas by creating explicit, context-rich relationships. This approach eliminates silos, ensures consistent terminology, accelerates delivery of data products and simplifies consumption.
Scalable Governance and Metrics Standardization
Timbr provides a robust framework for governance by centralizing metric definitions and ensuring data consistency. Its scalable design supports expanding datasets while maintaining compliance and interoperability across enterprise systems.
Headless BI for Flexible Integration
Timbr acts as a headless BI platform, decoupling data processing from visualization and replacing static views with dynamically managed concepts. This flexibility allows insights to integrate effortlessly into custom applications, workflows, and interfaces, enabling organizations to meet modern analytics demands with speed and efficiency.

Impact

Enhanced Collaboration and Data Accessibility
By unifying data and standardizing metrics, Timbr enables teams to collaborate effectively while accessing consistent and reliable data. This fosters a shared understanding of organizational data and improves overall productivity.
Reliable, Scalable Analytics
Timbr’s scalable governance framework and semantic modeling ensure consistent, reliable analytics as organizations grow. Teams can maintain compliance and interoperability while deriving insights from ever-expanding datasets.
Streamlined Integration and Real-Time Insights
As a headless BI platform, Timbr simplifies the integration of insights into diverse workflows and interfaces. This accelerates decision-making by delivering real-time, actionable analytics directly where they are needed.

Timbr Product Overview

Partner programs enquiry

The information you provide will be used in accordance with the terms of our

privacy policy.

Schedule Meeting

Model a Timbr SQL Knowledge Graph in just a few minutes and learn how easy it is to explore and query your data with the semantic graph

Model a Timbr SQL Knowledge Graph in just a few minutes and learn how easy it is to explore and query your data with the semantic graph

Register to try for free

The information you provide will be used in accordance with the terms of our privacy policy.

Talk to an Expert

Thank You!

Our team has received your inquiry and will follow up with you shortly.

In the meantime, we invite you to watch demo and presentation videos of Timbr in our Youtube channel: