Overview

Timbr SQL ontologies: From Integration to Insight
Timbr is an ontology-based semantic layer purpose-built to power agentic AI over enterprise data. It creates a governed, machine-readable understanding of your business by modeling data as concepts, relationships, hierarchies, and rules inside a semantic graph that LLMs and autonomous agents can reason over safely and precisely. This foundation enables AI systems to plan queries, navigate complex schemas, select the right metrics, and generate high-confidence answers using enterprise-approved logic. Timbr turns fragmented warehouses, lakes, and operational systems into a unified, AI-ready knowledge layer that supports advanced retrieval, multi-step reasoning, and production-grade GenAI applications.
Timbr includes an agile semantic modeler and a powerful analytics virtualization engine that connects to one or multiple data sources across AWS, on-prem, and hybrid environments, while exposing governed access in standard SQL. Teams define metrics and KPIs once in Timbr Metric Store, making them reusable, auditable, and universally consumable by BI tools, applications, and AI services. Built-in AI connectivity delivers high-accuracy natural language to SQL (NL2SQL) over the governed semantic model, ensuring that human users and autonomous agents operate on the same trusted definitions. With broad consumption enablement through SQL, APIs, BI integration, and natural language interfaces, organizations accelerate delivery, reduce operational risk, and scale self-service analytics without sacrificing governance.
Keywords: ontology-based semantic layer, agentic AI, semantic graph, knowledge graph, AI-ready data, governed metrics, Metric Store, reusable KPIs, standardized measures, data products, data virtualization, multi-source analytics, SQL semantic layer, NL2SQL, enterprise AI, governance, lineage, business rules, hierarchies, BI tool integration, APIs, Databricks, Snowflake, AWS analytics.
Highlights
- Power agentic AI and GenAI applications with Timbr ontology-based semantic layer and semantic graph, giving LLMs a governed, machine-readable view of enterprise data for multi-step reasoning, accurate retrieval, NL2SQL, and trusted autonomous analytics across AWS data platforms.
- Deliver a self-serve universal semantic layer for BI and analytics, defining powerful and versatile measures in SQL, exposing governed metrics, reusable KPIs, hierarchies, and business rules through standard SQL, APIs, and natural language to tools such as Tableau, Power BI, and Sisense, ensuring consistent answers and rapid adoption across business teams.
- Accelerate data consumption from Amazon Redshift, Athena, S3 data lakes, Snowflake, Databricks, and operational systems using Timbr analytics virtualization engine, with built-in governance, lineage, versioning, and cross-domain modeling to produce AI-ready data products at enterprise scale.
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Pricing
Dimension | Description | Cost/month |
|---|---|---|
Timbr Subscription - 5 Concurrent Queries Capacity | All the Timbr Platform features with 5 CQ capacity | $7,715.00 |
Timbr Subscription - 10 Concurrent Queries Capacity | All the Timbr Platform features with 10 CQ capacity | $14,658.00 |
Timbr Subscription - 20 Concurrent Queries Capacity | All the Timbr Platform features with 20 CQ capacity | $27,773.00 |
Timbr Subscription - 30 Concurrent Queries Capacity | All the Timbr Platform features with 30 CQ capacity | $37,030.00 |
Vendor refund policy
Timbr subscriptions are non-refundable except as required by law. No refunds or credits for partial months/years, downgrades, or unused capacity. To request a refund (if eligible), contact support@timbr.ai with your AWS account details and order info. All requests reviewed case-by-case. See full Terms at https://timbr.ai/wp-content/uploads/2024/12/Timbr-Terms-and-Conditions-SAAS-2-1124.pdf
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Vendor support
Support for Timbr: Ensuring Your Success Timbr offers a comprehensive support structure tailored to meet the needs of all customers, from startups to large enterprises. Our support services are designed to provide timely assistance and ensure that your experience with Timbr is seamless and productive. Support Plans: Basic Support: Available for all plans, via our ticketing system during business hours (8am-5pm UTC+1, Monday-Friday). Initial response times vary by severity, with critical issues addressed within 2 support hours. Preferred Support: Included with Business and Enterprise plans, offering faster response times and additional support via a messaging platform. Premium Support: Provides 24x7 assistance, ensuring that high and critical severity issues are addressed promptly, even on weekends. Key Features: Multiple Contact Channels: Depending on your plan, you can reach us via the ticketing system, messaging platforms, or phone for more urgent needs. Severity-Based Response: We prioritize issues based on their impact on your operations, ensuring that critical functionalities are restored as quickly as possible. Contact: support@timbr.ai
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