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OneCo
AI workforce platform that hires customizable AI employees to run business operations
About OneCo
OneCo provides a platform for hiring AI employees to manage business operations while keeping the founder in control. Users can create AI employees with specific roles, assign them tools like Slack, GitHub, Stripe, and Notion, and delegate tasks such as research, engineering, or accounting. Each employee operates in an isolated Docker sandbox with access only to the tools and data explicitly granted, ensuring security and least-privilege access. The platform includes an orchestration layer that plans workflows, a reasoning layer with multiple specialist employees running in parallel, and a memory layer that retains and surfaces context across sessions. Workflows pause before any external action, such as sending an email or pushing code, and require founder approval before proceeding. The system logs all actions, including approvals and external writes, with audit trails that can be exported for compliance or review.
Key features
- Hire AI employees with any name, role, or AI model
- Isolated Docker sandboxes per employee
- Connects to 1,000+ tools via first-party MCPs and Composio gateway
- Memory layer with embeddings and summaries for context retention
- Approval gates before external writes (emails, commits, payments)
- Audit logs of all actions with CSV export capability
- Per-employee budget caps with daily burn alerts
- Self-hostable with source-available code
Use cases
- Automating customer support and lead triage with AI employees
- Managing software development workflows with AI engineers and reviewers
- Handling bookkeeping and financial operations with AI accountants
Pros
- Customizable AI employees with any name, role, or AI model
- Isolated Docker sandboxes for security and least-privilege access
- Real-time approval gates before external actions
- Memory layer that compounds context across sessions
- Audit logs of all actions with exportable CSV reports
Cons
- Invite-only access with no public availability
- Limited to 8 reasoning employees running in parallel
- Requires BYOK (Bring Your Own Keys) for API access
- No mention of mobile or cross-platform support
Frequently asked questions about OneCo
What does OneCo do?
OneCo enables users to hire and manage a team of AI employees to handle business operations while keeping the founder in control. Each AI employee is assigned specific roles, tools, and tasks, operating within secure, isolated environments.
Who is OneCo designed for?
OneCo is designed for founders, business owners, and teams looking to automate business operations with AI while maintaining oversight and security. It suits users who need delegated task execution with controlled access to tools and data.
How does OneCo ensure security for business operations?
Each AI employee operates in an isolated Docker sandbox with access only to explicitly granted tools and data, ensuring least-privilege access. Workflows pause before any external action and require founder approval, with all actions logged for audit trails.
What tools can AI employees in OneCo use?
AI employees can be assigned tools such as Slack, GitHub, Stripe, and Notion, among others, to perform tasks like research, engineering, or accounting. The platform supports integration with various business tools to streamline operations.
How does OneCo handle workflows and approvals?
The platform includes an orchestration layer that plans workflows and a reasoning layer with specialist employees running in parallel. Workflows pause before external actions, such as sending emails or pushing code, and require founder approval before proceeding.
Can I review the actions taken by AI employees in OneCo?
Yes, OneCo logs all actions, including approvals and external writes, with audit trails that can be exported for compliance or review. This ensures transparency and accountability for all operations performed by AI employees.