Product introduction
Tako is an AI agent designed specifically for the Okta identity management platform. It utilizes a multi-agent collaborative architecture to deeply integrate natural language interaction, real-time API calls, secure code generation, and visual analytics. Through a four-level agent mechanism—Planning, Data, Execution, and Results—Tako breaks down complex IAM tasks into orchestratable steps, reducing manual script writing from days to minutes.
The system fully supports 107 Okta endpoints and offers local or cloud deployment options, ensuring zero cloud dependency to protect data sovereignty. Combining historical database analysis with real-time API operations, Tako employs multiple layers of protection, including security sandboxes, whitelisting, and AST code auditing. This enables non-technical teams to efficiently complete core tasks such as identity audits, compliance reporting, and permission reviews using conversational commands, earning it the industry title of "the thinking IAM engineer."
Key Features
- Natural Language Interaction: Supports direct questions in Chinese and English; the system automatically parses user intent and generates query plans.
- Multi-Agent Collaboration: Five specialized agents (Planning, SQL, API, Result, and Execution) work together to handle complex, multi-step tasks efficiently.
- Dual-Mode Data Access: The database mode is suitable for large-scale historical data analysis, while the real-time mode directly calls Okta APIs to fetch the latest status.
- Secure Code Generation and Execution: Instantly writes Python scripts that run in isolated sandboxes, strictly limiting module calls and operational permissions.
- Visualization and Report Export: Includes built-in chart displays, data filtering, and sorting features, with one-click CSV export to help compliance teams generate reports quickly.
Use Cases
- Identity Auditing and Compliance: Quickly statistics users, groups, applications, roles, and login logs to meet audit standards such as SOX and ISO27001.
- Permission Review and Optimization: Automatically identifies over-permissioned accounts and generates least-privilege recommendations to effectively reduce lateral movement risks.
- Security Incident Response: Enables immediate querying of affected accounts, login trajectories, and permission change details via natural language after a security incident.
- Daily Operations Automation: Replaces tedious manual scripts by batch-completing repetitive tasks such as user unlocking, password policy checks, and application assignment verification.
