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Knot your agents into something you can trust

Build reliable, auditable AI agents with clear boundaries. Compose specialists, bind tools, and ship with confidence.

OpenKnot AI provides the infrastructure for teams who need AI that is composable, inspectable, and predictable in production.

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OpenKnot | Weaving Agency
Tools
Memory
Weavers
Policies

Built for teams who need AI they can rely on

AI Engineers
Platform Teams
Startups
Enterprises
Research Labs

Composable

Mix and match components

Inspectable

Full visibility into decisions

Boundary-first

Clear guardrails by design

Why teams choose OpenKnot AI

Build AI systems that your team can understand, your stakeholders can trust, and your users can rely on.

Composable by Design
Build agents from reusable, well-defined components. Mix specialists, tools, and memory systems like building blocks. No monolithic architectures, just clean composition.
  • Modular architecture
  • Reusable components
  • Clean abstractions
Governable & Auditable
Every decision your agent makes is traceable. Define policies, enforce boundaries, and maintain complete audit trails for compliance and debugging.
  • Full audit trails
  • Policy enforcement
  • Compliance ready
Predictable in Production
Ship with confidence knowing exactly how your agents will behave. Clear boundaries prevent unexpected actions, and comprehensive monitoring keeps you informed.
  • Behavior guarantees
  • Clear boundaries
  • Real-time monitoring

How it works

Three simple steps to build production-ready AI agents with clear boundaries and full auditability.

01

Define Boundaries

Start by declaring what your agent can and cannot do. Set clear policies, permissions, and guardrails that keep your AI operating safely within defined limits.

config.yaml
1boundaries:
2  - name: "data-access"
3    allow: ["read:public", "read:user-owned"]
4    deny: ["write:admin", "delete:*"]
02

Bind Tools + Memory

Connect your agent to the tools and context it needs. Bind APIs, databases, and memory systems with type-safe interfaces that enforce your boundaries.

config.yaml
1tools:
2  - search_documents(query: string)
3  - create_summary(content: string)
4memory:
5  - conversation_history
6  - user_preferences
03

Compose Specialists

Combine specialized agents for complex workflows. Each specialist handles its domain, while the orchestrator manages handoffs and maintains context.

config.yaml
1specialists:
2  - analyst: "data interpretation"
3  - writer: "content generation"
4  - reviewer: "quality assurance"
5orchestrator: "workflow-manager"

Explore our products

Tools that make OpenKnot faster to adopt, easier to explore, and ready for production use.

Chat with docs + repos
Chat-with-Files

Chat with any docs site or GitHub repo and get structured summaries with citations. Ideal for onboarding, audits, and quick answers from large codebases.

View on GitHubTry the demo

Docs-aware answers

Turn any docs URL into a searchable, summarized knowledge base.

Repo intelligence

Query folders, files, and APIs with contextual insights.

Fast exploration

Get the gist quickly with minimal setup and clear attribution.

VS Code extension
OpenClaw Extension

Install OpenClaw inside VS Code with guided setup, one-click connect, and auto-reconnect. Stay in your editor while OpenClaw keeps a ready terminal session.

Install VS Code ExtensionView quick start

Guided install

Set up OpenClaw in minutes with prompts and safe defaults.

One-click connect

Launch your configured OpenClaw command from a status shortcut.

Open source

Browse the extension code and contribute improvements.

Built for real-world applications

Use OpenKnot AI to build trustworthy AI experiences.

Customer Support

Intelligent Support Agents

Deploy AI agents that handle customer inquiries with empathy and accuracy, while staying within defined response boundaries.

Reduction in first-response time
Consistent tone and brand voice
Seamless human handoff when needed
Complete conversation audit trails
Learn more
Research & Analysis

Research Assistants

Build agents that synthesize information from multiple sources, generate insights, and maintain clear attribution.

Learn more
E-commerce

Shopping Assistants

Create personalized shopping experiences with agents that understand preferences while respecting privacy boundaries.

Learn more
Internal Tools

Enterprise Assistants

Build internal AI tools that help teams work faster while maintaining strict data access controls and compliance.

Role-based access controls
Compliance with data policies
Integration with existing tools
Audit-ready activity logs
Learn more

Frequently Asked Questions

Everything you need to know about getting started with OpenKnot AI.

Ready to build AI you can actually trust?

Join teams already building reliable, auditable AI agents with OpenKnot AI. Start for free, scale when you are ready.

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