Timbal is an end-to-end production AI platform built for enterprise teams that want to move from promising prototypes to reliable, governed AI systems. Instead of stitching together separate tools for orchestration, retrieval, observability, and deployment, Timbal provides a single runtime where agents, deterministic workflows, custom interfaces, and knowledge bases live together. The platform is model-agnostic and deployment-flexible, so teams can run on their preferred LLM provider while choosing between Timbal-managed cloud, a dedicated VPC, or fully on-premise infrastructure. Every agent, workflow, and integration compiles down to clean, exportable code, eliminating vendor lock-in and making production behavior reproducible.

Core Features

Autonomous agents with memory and tools: Build agents that reason, call tools, and maintain context for complex, multi-step tasks.
Deterministic workflows: Chain steps, branch on logic, and guarantee outcomes for processes that need strict control.
Custom interfaces and auto-generated APIs: Ship chat, dashboard, or voice interfaces and expose them through live APIs instantly.
Enterprise-grade knowledge bases: Hybrid RAG engine combines vector, full-text, and SQL retrieval over company documents.
Action Control Engine (ACE): A behavioral runtime that sits in front of any LLM to improve reliability and reduce cost per run.
100+ native integrations and MCP support: Connect SAP, Salesforce, Slack, Teams, Jira, Google Drive, and any MCP server.
Exportable code: Every agent, workflow, and integration compiles to clean code you can run locally or self-host.

Use Cases

Timbal is designed for engineering, operations, and product teams building production AI applications. Common use cases include internal helpdesk assistants that answer employee questions over Slack with cited policy docs, recruiting screen automation that ranks inbound applicants, vendor risk assessors that pull third-party signals and write scored reports, and customer support agents that reduce handling time by integrating with existing CRM and knowledge base systems. The platform also supports meeting notes-to-action-items workflows and supply-chain back-office automation.

Pricing

Timbal offers a free tier for individuals who want to build agents, workflows, and knowledge bases. Team plans start at EUR 25 per user per month and add collaboration features. Enterprise plans provide custom pricing for sovereign hosting, SLAs, dedicated VPC or on-premise deployments, and volume usage.