The safe way to run AI agents in production
One AI agent: consistent across Discord, Teams, iMessage, WhatsApp, email, web and terminal. With company knowledge, tool access, permissions, audit logs, evals and EU hosting.
All the claw. None of the chaos.
Fleet view: agents, channels, tools and controls — at a glance.
Managed AI agents that actually do the work: 24/7
What businesses need
Why today's AI tools fall short
Docs, CRM, ERP and email live in silosWhat businesses need
Why today's AI tools fall short
Agents need APIs, browser access and secure credentialsWhat businesses need
Why today's AI tools fall short
Secrets, approvals, audit logs and rollback are missingWhat businesses need
Why today's AI tools fall short
Standalone bots can't coordinate cross-team workWhat businesses need
Why today's AI tools fall short
Model usage needs routing, budgets and limitsWhat businesses need
Why today's AI tools fall short
Finance and customer data need traceabilityLightweight Runtime · Resilient by Design
HybridClaw is a lightweight open-source runtime with clear architecture principles for performance, security, scaling and resilience. HybridAI manages the operational layer around it: company knowledge, permissions, secrets, audit logs, observability, telemetry, budgets and deployment.
Business Tools
HybridClaw Open-Source Runtime
Reachable via
Terminal UI
Managed Control Plane
AI agents
Finance 
Sales 
Support 
Operations 
BI & Analytics 
IT & Admin 
Marketing Ops HybridClaw is the engine for agentic work. HybridAI is the management and security layer on top. Together they form a stack that lets businesses not just test agents, but run them in production. Evals show which skills work, where approvals are needed, and whether changes improve or degrade performance.
AI agents for business workflows
Chat interface: conversation with a business agent via web or channels.
Finance
Collect invoices, classify VAT, prepare DATEV/Lexware/SAP handoff.
Sales
Research leads, update CRM, draft follow-ups.
Support
Analyze tickets, retrieve knowledge, automate recurring cases.
BI
Ask questions, generate reports, explain anomalies.
Operations
Run browser workflows, track status, escalate blockers.
IT / Admin
Check systems, inspect logs, request approvals.
Built for production business work
HybridClaw isn't just an interface for models. It's a growing runtime stack for AI agents that operate inside real tools: with control, traceability and rollback.
Monitoring: latency, cost-per-task, eval scores, safety incidents — the KPIs operators actually need.
Open Source Runtime
An open agent platform with everything you need to let AI agents do real work. No vendor lock-in.
- 35+ ready-made skills and 17 built-in tools
- Reachable via Slack, Teams, WhatsApp, Signal, email and web
- Operates websites and tools autonomously – like an employee
- Multiple agents collaborate on a single task
- Runs scheduled and triggered tasks automatically
Enterprise Controls
Everything compliance, IT and the C-suite need to confidently put AI agents on production workflows.
- Passwords and credentials securely encrypted – never visible in plain text
- Tamper-proof, complete log of every action
- Sensitive data automatically detected and redacted
- Human approvals for critical actions
- Full transparency: who did what, when
Business Skills
Production-grade skills for the tools your business actually runs on.
- Salesforce, HubSpot and other CRM systems
- Google Workspace and Microsoft 365
- GitHub, Jira, Confluence for engineering teams
- Twilio Voice for inbound and outbound calls
- Custom tone of voice per brand. Custom skills for your processes
Evals & Reliability
Trust AI agents because their performance is measured – not because they sound confident.
- Every agent has a traceable performance profile
- Tests verify agents actually complete real business tasks
- Early warning when model or prompt changes degrade quality
- On failure, every step can be replayed
- Pre-production stability and budget check
HybridClaw in the media
Synthszr
“HybridClaw is selling the equivalent of a TÜV seal of approval for autonomous agents.”
— Synthszr
Read coverage„HybridClaw is a strong alternative to OpenClaw – especially in enterprise contexts. I particularly liked the integration of Luhmann's Zettelkasten as a memory system in the latest release.“
Dr. Lorenz Gräf
Serial entrepreneur & CEO Startplatz Köln · Founder of Germany's largest OpenClaw community
„We're considering replacing our OpenClaw instance with HybridClaw soon – the additional safeguards and features like the memory system or the Teams integration are very compelling and make it ideal for enterprise use.“
Sebastian Küpers
Founder of the first agentic framework in Germany · Launched by Serviceplan Group
Choose the deployment that fits the workflow
Use HybridClaw Cloud when operations, updates and support should be managed. Use HybridClaw Self-Hosted when data, infrastructure or model execution must stay under your control. Combine both for hybrid agent teams.
HybridClaw Cloud (EU)
Best for
Fast rollout, hosted updates, support and shared control. Each agent with its own email address and phone number.
HybridClaw Self-Hosted
Best for
Maximum data control, your own infrastructure and local models (Ollama, vLLM). Up to 80% token savings.
Hybrid Deployment
Best for
Cloud-managed agents that delegate sensitive tasks to local agents.
Dive deeper
What HybridClaw actually does
Deep-dives into the building blocks that turn HybridClaw from demo agent into production operator.
Use cases & tutorials
18 production-ready playbooks for owner, sales, marketing and DevRel workflows.
Read moreArchitecture
Lightweight runtime with clear design principles for performance, security and resilience.
Read moreSkills
35+ ready-made skills, compose your own, with evals and versioning.
Read moreMemory & Zettelkasten
Karpathy's LLM-OS, Luhmann's Zettelkasten, Company Brain — stateful agents.
Read moreAuditability
Tamper-proof logs, skill scorecards, human approval, PII redaction.
Read moreObservability
Latency, cost, eval scores and safety incidents in real-time dashboards.
Read moreEmail & Phone
Every agent gets its own email address and phone number with voice & SMS.
Read moreManaged Cloud
24/7 EU hosting, auto-scaling, zero-downtime and built-in compliance.
Read moreAI-Augmented Org
Agents as colleagues in the org chart — with animation, lifecycle and governance.
Read moreReady to take the step from demo to production?
Two ways into the stack. Pick the one that fits your team.
HybridClaw Cloud
Managed Cloud (EU) on hybridai.one: run AI agents in production. With Company Brain, RBAC, audit, evals, budgets and an own email address and phone number per agent.
Start HybridClawSelf-Hosted (Open Source)
Open-source runtime for developers and operators. Install locally, build skills, run agents on your own infrastructure.
View on GitHub Read the developer docs firstFrequently asked questions about AI agents and agent infrastructure
? What is the difference between HybridClaw and HybridAI? +
HybridClaw is the open-source runtime for AI agents: agents, skills, tools, workflows, browser automation and agent-to-agent messaging. HybridAI is the managed control plane around it: Company Brain, memory, RAG, RBAC, secrets, audit logs, observability, budgets, deployment and business-skill management.
? Is HybridAI GDPR-compliant? +
HybridAI is designed for GDPR-sensitive deployments: EU hosting, self-hosting options, access controls, audit logs, PII masking and configurable data-retention policies. Final compliance depends on the customer setup and data-processing agreement.
? How fast can AI agents go into production? +
Agents can be online in minutes and in production within a few days. On top of existing skills for finance, sales, support, BI and operations workflows. Deep integrations with DATEV, Lexware, SAP, Salesforce or your own APIs are added via connectors or custom skills.
? How do you know an AI agent actually works? +
HybridClaw tracks real task runs as trajectories and turns them into skill scores, agent CVs and regression checks. Each business skill can be evaluated against workflow-specific test cases. Teams can see whether an agent is stable enough for production, which tasks need human approval and whether model or skill updates improved or degraded performance.
? HybridClaw vs. OpenClaw, Hermes-Agent and PaperClip: what is the difference? +
HybridClaw is an open-source AI agent runtime for production business workflows. Compared with OpenClaw, Hermes-Agent or PaperClip, HybridClaw focuses less on personal agent experimentation and more on enterprise-ready agent infrastructure: business skills, tool use, browser automation, multi-channel agents, encrypted secrets, human approvals, audit logs, rollback, skill evals, agent scorecards, budget controls and EU-hosted or self-hosted deployment via HybridAI.
? Can skills improve themselves? +
Yes. Every skill grades its own trajectories against its test cases on every run. From recurring failure classes the skill drafts prompt or tool adjustments that the human skill owner can review and merge. A health process additionally watches eval drift, latency and cost continuously and alerts before production regressions land. Details at /en/skills.
? How does memory work in HybridClaw? +
HybridClaw combines four memory layers: working memory for the active task, a Zettelkasten after Niklas Luhmann (atomic notes with cross-references), a Company Brain with RAG over docs, CRM and wiki — and cross-agent sharing with RBAC. Agents stay stateful between tasks without mixing sensitive data across teams. Dive deeper: /en/memory.
? How does the Managed Cloud differ from self-hosting? +
Self-hosted gives you full data control and token savings with your own models, but operations stay with you. Managed Cloud on hybridai.one takes 24/7 availability, auto-scaling, zero-downtime deploys, EU hosting (Hetzner), long-term audit storage and email/phone setup per agent off your plate. Both paths are fully portable — skills and memory migrate in both directions. More: /en/managed-cloud.
? What ends up in the audit log? +
Every tool call, every model decision, every approval — with input, output, latency, cost and skill hash. Entries are hash-chained (tampering is detectable), in Managed Cloud they are additionally mirrored to an external append-only store and retained tamper-proof for 7 years. PII is masked automatically, the trail stays complete. Full overview: /en/auditability.
? Do agents really get their own email addresses and phone numbers? +
Yes. Each agent can have a real email address (on your domain or a hybridai.one subdomain, DKIM/SPF configured) and optionally a German phone number via Twilio. Inbound calls are transcribed, outbound calls can be scheduled, attachments get parsed. The agent is reachable like a colleague — not just a browser bubble. More: /en/email-and-phone.