Sold by: Timbr.ai
Deployed on AWS
Timbr is the SQL ontology-based semantic platform used by data and BI engineers to transform data into smart knowledge graphs that power AI apps, BI and ML analytics, deliver scalable data products and apps, and enable LLM agents to confidently retrieve structured data. Timbr SQL ontologies form a virtual semantic layer that seamlessly connects to any data source, mapping physical tables, views, and fields into a unified model of business concepts, relationships, and measures. Core capabilities include visual no-code ontology modeling, an OLAP engine, data virtualization, a caching engine, graph exploration, and enterprise-grade security. Important: Customers may incur AWS infrastructure charges that are separate from this AWS Marketplace transaction. Customers are responsible for paying those charges directly to AWS.
Overview
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.
Details
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Delivery method
Deployed on AWS
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Features and programs
Financing for AWS Marketplace purchases
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
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 |
Dimensions summary
You buy a subscription to the Timbr platform under a fixed contract. All four options include the same platform features. They differ only by concurrent query capacity, meaning how many queries can run at the same time. You choose 5, 10, 20, or 30 concurrent queries. Pricing scales with this capacity level, so higher concurrency supports more simultaneous users or workloads. Each option is priced per unit, letting you match capacity to your expected query load.
Top-of-mind questions for buyers
A concurrent query is one query running at the same time as others against your SQL ontology. Your capacity level sets how many queries can execute simultaneously. Queries beyond that limit wait until a slot frees up. Choosing 5, 10, 20, or 30 sets your simultaneous query ceiling.
All four capacity options include the same features. You get the semantic modeler, data mapper, BI connectors, graph explorer, cache engine, data lineage, virtualization engine, job scheduler, and row-level security. Only concurrent query capacity changes between options, so no feature is gated behind a higher capacity level.
You upgrade to a higher capacity option. Pricing scales with the capacity level you choose, so moving from 5 to 10, 20, or 30 concurrent queries changes your per-unit cost. You can upgrade your subscription from within your account. Downgrading requires cancelling and purchasing a new subscription.
timbr.ai
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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
Legal
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Delivery details
Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
Resources
Vendor resources
Support
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
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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