n8n handles tasks.
Rflow engineers Agents.
Built for enterprises that outgrew low-code. Orchestrate autonomous agents that learn, make decisions, and stay governed by the RIF-7 Kernel.
- Multi-tenant (Host 100+ agents safely)
- Regulatory Compliance (Governance baked-in)
- Autonomous Decision Making
- Stateful Memory (Agents that learn)
What is Rflow?
Rflow is an operating system for enterprise agents. It manages the full lifecycle of autonomous AI systems: reasoning, decision-making, tool use, memory, and governance.
Stateful Orchestration
Agents that remember and learn from past interactions.
RIF-7 Governance
Automatic enforcement of compliance and PII protection.
Multi-Tenancy
Run customer agents safely on shared infrastructure.
Python-Native
Define agents in Python code, not JSON config files.
Agentic Workflow Orchestration
Agentic workflows represent the evolution beyond chatbots. Rather than responding to prompts, autonomous agents perceive their environment, make decisions, and execute multi-step processes - all within a governance framework.
Ryzolv's Rflow™ Orchestration Engine enables self-healing agentic workflows that:
- Execute autonomous multi-step processes (e.g., procurement, approval workflows)
- Adapt in real-time based on environmental feedback (Self-Healing)
- Operate under Ryzolv's governance framework (every decision auditable)
- Integrate with SAP, Salesforce, and enterprise ERPs without data leakage
Our orchestration framework enforces human-in-the-loop gates in unstable states - only escalate exceptions, automate the routine.
Head-to-Head Comparison
| Capability | n8n | Kestra | Rflow |
|---|---|---|---|
| Best For | SaaS Automations | Data Pipelines | Enterprise Agents |
| Agent Memory | ❌ Stateless | ❌ Stateless | ✅ Vector-Based |
| Autonomy | ❌ Automation Only | ❌ Automation Only | ✅ Decision Making |
| Governance | ❌ Manual | ❌ Manual | ✅ RIF-7 Kernel |
| PII Protection | ❌ Manual | ❌ Manual | ✅ Auto-Redaction |
| Multi-Tenancy | ⚠️ Add-on | ❌ No | ✅ Core Design |
| Language | Visual / JSON | YAML | Pure Python |
| Audit Logging | ❌ Basic | ❌ Basic | ✅ Immutable |
| Cost (100+ Agents) | 💰 $$$$$ | 💰 $$$$ | 💰 Contact Us |
Teams Switching from n8n
Autonomous Finance Agents
Can't learn approval patterns.
Agents learn which approvals succeed. RIF-7 prevents unauthorized transfers.
Multi-Tenant Platforms
Hard to scale safely.
Designed for platforms. 100+ isolated agents on one cluster.
Compliance as Code.
n8n and Kestra are just pipes. Rflow is a firewall. Our R-Guard Engine scores every agent action against the RIF-7 framework in real-time, blocking risks before they happen.
Data Sensitivity (PII)
Automatic redaction of SSN, Email, and PHI before LLM inference.
Write Access Control
Agents are blocked from DELETE/DROP operations without human approval.
Audit Lineage
Every token, tool call, and state change is cryptographically logged.
How Rflow Works: The Agent Loop
1. Perceive
Agent receives input (invoice, alert) and queries long-term memory for similar past situations.
2. Decide
Based on memory + context, the agent decides an action. (Approve? Escalate? Reply?)
3. Govern (RIF-7)
The Kernel intercepts. Is this authorized? Is PII exposed? If risky -> Block or Escalate.
4. Act & Learn
Agent executes the safe action. Outcome is recorded. Memory updates for next time.
Key Concepts
FAQ
Ready to Engineer Sovereign Intelligence?
Stop renting intelligence. Start owning it. Deploy Rflow™ agents on your infrastructure with governance built-in from day one.