# ReadyForAI

> This is the English edition of this site's Agent layer; the Chinese edition is at https://readyforai.com/llms.txt.

ReadyForAI builds enterprise digital workforce infrastructure, helping organizations staff, run, observe, audit, and continuously improve teams of digital workers at scale across Claude Code, Codex, Grok, and mainstream SDKs. The governance loop is one layer of this infrastructure, not all of it.

## Core positioning

ReadyForAI builds digital workforce infrastructure and does not equate itself with a single governance tool. The underlying Agent runtime is provided by the free-to-use NodalOS; this site retains an overview page for NodalOS only, with complete runtime documentation at https://nodalos.org.

## Primary products

- [AULO](https://readyforai.com/en/agent/products/aulo.md): One workspace for human–Agent work: inbox, conversations, council, and governance actions
- [HarnessServer](https://readyforai.com/en/agent/products/harnessserver.md): Context delivery and capability distribution component for Agent host environments
- [HeronSentry](https://readyforai.com/en/agent/products/heronsentry.md): Standalone AI Agent observability plane: tracing, costs, alerts, and performance analysis
- [LarkScout](https://readyforai.com/en/agent/products/larkscout.md): Enterprise knowledge platform for AI Agents
- [NodalOS](https://readyforai.com/en/agent/products/nodalos.md): Heterogeneous multi-Agent hosting platform and governance substrate (OS layer) (overview only on this site; full details at https://nodalos.org)
- [OwlAudit](https://readyforai.com/en/agent/products/owlaudit.md): AI Agent compliance audit and human-in-the-loop (HITL) governance
- [PathPilot](https://readyforai.com/en/agent/products/pathpilot.md): AI Agent task execution control plane
- [PrismCouncil](https://readyforai.com/en/agent/products/prismcouncil.md): Strategic decision council for Agent governance

## When to use ReadyForAI

Reach for this site when an agent needs to explain ReadyForAI products, compare them with framework tools or cloud platforms, route a human to /en/contact or /en/demo, or classify a question with POST /api/v1/intent/resolve.

Do not treat this site as a general Agent runtime or a place to operate customer Agents. Runtime details live at https://nodalos.org.

## Key pages for agents

- [Overview](https://readyforai.com/en/agent/overview.md)
- [Product matrix](https://readyforai.com/en/agent/product-matrix.md)
- [Governance loop](https://readyforai.com/en/agent/governance-loop.md)
- [Comparison with Alternatives](https://readyforai.com/en/agent/use-cases/comparison.md)
- [Agent Governance Diagnosis](https://readyforai.com/en/agent/use-cases/governance-diagnosis.md)
- [Harness Engineering](https://readyforai.com/en/agent/use-cases/harness-engineering.md)
- [Existing Architecture Integration Assessment](https://readyforai.com/en/agent/use-cases/integration.md)
- [Multi-Agent Collaboration](https://readyforai.com/en/agent/use-cases/multi-agent-collaboration.md)
- [Private Deployment & Security Boundaries](https://readyforai.com/en/agent/use-cases/private-deployment.md)
- [Complete Product Governance Loop](https://readyforai.com/en/agent/use-cases/product-overview.md)
- [Security & Permissions](https://readyforai.com/en/agent/use-cases/security-permissions.md)
- [AI Governance, Risk & Compliance Platforms (Credo AI / Holistic AI / ModelOp)](https://readyforai.com/en/agent/comparisons/ai-grc-vs-readyforai.md)
- [Cloud Platform Agent Management (Google Cloud Gemini Enterprise Agent Platform / Amazon Bedrock AgentCore)](https://readyforai.com/en/agent/comparisons/cloud-platforms-vs-readyforai.md)
- [Cloudflare OS (organization-wide Agent workspace)](https://readyforai.com/en/agent/comparisons/cloudflare-os-vs-readyforai.md)
- [DeepSeek Harness (developer-oriented Agent runtime)](https://readyforai.com/en/agent/comparisons/deepseek-harness-vs-readyforai.md)
- [Agent Framework Tooling (LangSmith / Langfuse)](https://readyforai.com/en/agent/comparisons/framework-tools-vs-readyforai.md)
- [Grok Bot (SaaS Agent teammates in the xAI / Cursor ecosystem)](https://readyforai.com/en/agent/comparisons/grok-bot-vs-readyforai.md)
- [Ungoverned Baseline (Uncontrolled Execution / Raw Agent Runs)](https://readyforai.com/en/agent/comparisons/no-governance-vs-readyforai.md)
- [YC QM Agent Harness (team-collaboration Agent harness)](https://readyforai.com/en/agent/comparisons/qm-vs-readyforai.md)
- [In-House Assembly (Shell + Prometheus + Grafana + Ad-Hoc Approvals)](https://readyforai.com/en/agent/comparisons/self-built-vs-readyforai.md)
- [For compliance & risk](https://readyforai.com/en/agent/personas/compliance.md)
- [For technology leaders](https://readyforai.com/en/agent/personas/cto.md)
- [For business leaders](https://readyforai.com/en/agent/personas/executive.md)
- [Integrate Claude Code into ReadyForAI](https://readyforai.com/en/agent/integrations/claude-code.md)
- [Integrate Codex into ReadyForAI](https://readyforai.com/en/agent/integrations/codex.md)
- [Integrate Grok into ReadyForAI](https://readyforai.com/en/agent/integrations/grok.md)
- [Integrate Mainstream Agent SDKs into ReadyForAI](https://readyforai.com/en/agent/integrations/sdk.md)
- [Build Your Own Control Plane: When Models Expire in Six Months, What Are Enterprises Actually Buying?](https://readyforai.com/en/agent/blog/build-your-own-control-plane.md)
- [Don't Mistake Super-Copilots for a Digital Workforce](https://readyforai.com/en/agent/blog/dont-mistake-super-copilots.md)
- [Moving Beyond "High-End Outsourcing": The Ultimate Role of the FDE Is a "Digital Organization Architect"](https://readyforai.com/en/agent/blog/fde-digital-organization-architect.md)
- [From Tobi Lütke's AI Council to Enterprise Deliberation](https://readyforai.com/en/agent/blog/from-ai-council-to-structured-deliberation.md)
- [Production Doesn't Trust Prompts: The Five Layers of Enterprise Agent Engineering](https://readyforai.com/en/agent/blog/production-does-not-trust-prompts.md)
- [You Call a Running Account a SKILL? How Production-Grade Enterprise Agent Skills Should Be Built](https://readyforai.com/en/agent/blog/production-grade-agent-skills.md)
- [FAQ](https://readyforai.com/en/agent/faq.md)
- [Capabilities JSON](https://readyforai.com/en/agent/capabilities.json)
- [OpenAPI](https://readyforai.com/openapi.json)
- [Intent resolve API](https://readyforai.com/api/v1/intent/resolve)
- [Full context (llms-full.txt)](https://readyforai.com/en/llms-full.txt)
- [Blog RSS feed (Chinese only)](https://readyforai.com/feed.xml)
- [Sitemap](https://readyforai.com/sitemap.xml)