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Average Ratings 1 Rating
Description
Timbal serves as a comprehensive AI ecosystem tailored for enterprises, functioning as a production AI platform that empowers teams to create, implement, and manage agents, workflows, user interfaces, and knowledge repositories based on their preferred models. Teams have the flexibility to articulate behaviors through code or utilize Studio, allowing them to operate on any chosen model and provider while delivering solutions across chat, email, voice, and product UI all from a unified runtime. By integrating the entire production stack, Timbal offers a typed Python framework, a visual builder in Studio, a runtime that efficiently manages agents and workflows, as well as governance and evaluation tools for a smooth enterprise deployment, along with seamless connections to existing systems. The agents within Timbal enable autonomous AI capabilities for practical applications, featuring reasoning, tools, and memory, whereas workflows construct reliable AI pipelines that can chain tasks, make logical decisions, retry unsuccessful actions, stream results, and ensure consistent outcomes. Additionally, the interfaces facilitate the deployment of tailored AI experiences across various platforms, from conversational chat to interactive dashboards and voice applications, while the knowledge bases help link and contextualize company information. This holistic approach allows organizations to innovate and adapt to their specific needs while leveraging advanced AI technologies.
Description
ZizkaDB is an operational intelligence platform for AI agents that helps teams debug, monitor, and understand production behavior. The system is designed to go beyond basic logs by storing agent decisions, causal lineage, time-travel state, session replay, semantic history, and drift signals. ZizkaDB helps teams see why an agent made a decision, what changed after a prompt or deployment update, and where behavior diverged from an expected baseline. Developers can replay any session end to end, trace the decision chain, identify root causes, and roll back or fix regressions more quickly. The platform supports Python, TypeScript, MCP, REST API, Docker-based self-hosting, and managed cloud deployment. Its dashboards include Activity, Behavior, Reports, Suggestions, and Fleet features for managed cloud and enterprise users. Security and trust features include open source AGPL licensing, self-hosting, checksum-backed events, and single-tenant VPC deployment options. Pricing includes a free self-hosted plan, Pro and Team cloud plans, and enterprise licensing for private deployments. By combining replay, lineage, drift detection, behavioral baselines, cross-agent visibility, and flexible deployment, ZizkaDB helps teams fix agent behavior before production breaks.
API Access
Has API
Yes
API Access
Has API
No
Integrations
Airtable
Yes
CrewAI
No
Docker MCP Gateway
No
Gmail
Yes
HubSpot CRM
Yes
LangChain
No
Model Context Protocol (MCP)
Yes
Notion
Yes
PostgreSQL
Yes
Salesforce
Yes
Integrations
Airtable
No
CrewAI
Yes
Docker MCP Gateway
Yes
Gmail
No
HubSpot CRM
No
LangChain
Yes
Model Context Protocol (MCP)
No
Notion
No
PostgreSQL
No
Salesforce
No
Pricing Details
€25 per month
Free Trial
No
Free Version
Yes
Pricing Details
Free
Open Source
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Vendor Details
Company Name
Timbal
Founded
2024
Country
Spain
Website
timbal.ai/
Vendor Details
Company Name
Zizka AI SL
Founded
2026
Country
Spain
Website
zizka.ai
Product Features
Product Features
Database
Backup and Recovery
Yes
Creation / Development
Yes
Data Migration
No
Data Replication
Yes
Data Search
Yes
Data Security
Yes
Database Conversion
Yes
Mobile Access
No
Monitoring
Yes
NOSQL
No
Performance Analysis
Yes
Queries
Yes
Relational Interface
Yes
Virtualization
Yes