Timbal AI is an end-to-end platform for building, deploying, and operating reliable AI applications and autonomous AI agents. It enables enterprises to connect their data, orchestrate intelligent workflows, and deploy production-grade AI systems with full control, governance, and observability.
Timbal AI Enterprise is a comprehensive platform that enables organizations to design, deploy, and operate enterprise-grade AI applications and autonomous agents at scale.
The platform unifies three essential layers required for production AI systems: data, intelligence, and interfaces. Through this integrated stack, companies can connect structured and unstructured data, orchestrate intelligent agents and workflows, and deploy reliable AI solutions that integrate with existing business systems.
Timbal provides a hybrid AI data engine that supports vector, keyword, and relational search in a single environment, allowing organizations to query complex data sources efficiently. A deterministic intelligence layer enables the creation of autonomous AI agents capable of reasoning, interacting with tools, and executing multi-step workflows with transparency and traceability.
Designed for enterprise environments, Timbal includes built-in capabilities for observability, access control, deployment automation, and system integration. Organizations can deploy AI applications with minimal infrastructure management while maintaining strict governance and operational control.
Typical use cases include:
AI automation of business processes
enterprise knowledge assistants and copilots
autonomous agents operating internal systems
AI-powered data analysis and decision support
orchestration of multi-step workflows across APIs and tools
Timbal enables organizations to move beyond experimental AI pilots and build production-ready AI systems that deliver measurable business value.
Highlights
Build, deploy, and manage AI applications from a single platform that integrates data, intelligence, and user interfaces into one unified system.
Design autonomous agents and deterministic workflows capable of reasoning, calling tools, and executing complex multi-step processes across enterprise systems.
Deploy AI applications with built-in observability, scaling, monitoring, and governance designed for enterprise environments.
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 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.
License for the Timbal AI platform, enabling organizations to build, deploy, and operate AI agents and autonomous workflows on enterprise data and systems. The platform provides a unified environment for connecting enterprise data, orchestrating intelligent agents, and deploying production-grade AI applications with full observability, governance, and control. Commercial terms and usage tiers are typically customized through AWS Marketplace Private Offers.
This listing has one pricing dimension: the Timbal AI Enterprise license, billed in units under a contract. You license the platform to build, deploy, and run AI agents and autonomous workflows on your enterprise data and systems. One license covers connecting data, orchestrating agents, and running production AI applications with observability, governance, and access controls. Pricing is not fixed here. You set commercial terms and usage tiers through an AWS Marketplace Private Offer. That offer is scoped to your security, deployment, and procurement needs, including any private-cloud or on-premises footprint.
Top-of-mind questions for buyers
What does one unit cover in the Timbal AI Enterprise license?
A unit represents a portion of your licensed platform usage. It covers building, deploying, and running AI agents and autonomous workflows on your data. The exact number of units and what each maps to is scoped in your AWS Marketplace Private Offer, based on your seats, usage, and deployment footprint.
Where can we deploy the platform under this license, and does deployment location affect what we license?
You can run the platform on AWS, inside your own private cloud, or fully on-premises. The same API and governance model follow every deployment. Any private-cloud or on-premises footprint is folded into the scope of your Private Offer, so your deployment choice shapes the licensed terms.
What is included beyond the platform license for enterprise deployments?
Your license covers a governed workspace for agents, workflows, knowledge bases, and interfaces. It includes observability, audit logs, encryption, and access controls mapped to SSO groups and user roles. Enterprise scope also covers dedicated support and a Solution Architect embedded with your team to help design and govern the deployment.
www.timbal.ai
Helpful?
Vendor refund policy
All subscriptions purchased through AWS Marketplace are billed according to the AWS Marketplace terms and conditions. Refund requests are evaluated on a case-by-case basis and may be granted in the event of technical issues preventing service usage.
Customers may contact the Timbal support team to review eligibility for refunds or billing adjustments.
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Support
Vendor support
Timbal provides enterprise-grade support for all Enterprise customers, including:
Technical onboarding and platform configuration
Architecture guidance and best practices
Integration support for enterprise systems and APIs
Troubleshooting and operational assistance
Access to product updates and platform documentation
Support is provided through email and dedicated customer support channels.
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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