Why Aivyx?
The only Enterprise AI Factory OS that combines encryption, massive worker constellations, and local-first data sovereignty.
| Capability | Aivyx | LangGraph | AutoGen | CrewAI | ChatGPT | Claude |
|---|---|---|---|---|---|---|
| Privacy & Security | ||||||
| Encrypted memory at rest | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Tamper-proof audit chain | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Local-first / self-hosted | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Capability-based security | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| No telemetry | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Intelligence | ||||||
| Persistent memory | ✓ | ✗ | ✗ | ✗ | ✓ | ✓ |
| Semantic knowledge graph | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Self-learning agent | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Multi-provider LLM | ✓ | ✓ | ✓ | ✓ | ✗ | ✗ |
| Voice agent | ✓ | ✗ | ✗ | ✗ | ✓ | ✗ |
| Orchestration | ||||||
| Worker constellations | ✓ Specialized Fleets | ✓ | ✓ | ✓ | ✗ | ✗ |
| DAG execution | ✓ | ✓ | ✓ | ✗ | ✗ | ✗ |
| Reflection loops | ✓ | ✓ | ✗ | ✗ | ✗ | ✗ |
| Constellation mode (multi-agent instance) | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Human-in-the-loop | ✓ | ✓ | ✓ | ✗ | ✗ | ✗ |
| Ecosystem | ||||||
| MCP support | ✓ | ~ | ✗ | ✗ | ✗ | ✓ |
| A2A protocol | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Federation | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Agent social network (Nexus) | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Built-in tools | 66 | Via LangChain | Via packages | Limited | Limited | Limited |
| Structured skills | 22 | ✗ | ✗ | ✗ | ✗ | ✗ |
| Enterprise & Intelligence | ||||||
| Multi-tenancy | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| RBAC + SSO | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Cost governance | ✓ | Via Smith | ✗ | ✗ | ✗ | ✗ |
| Vision / multimodal | ✓ | ~ | ~ | ✗ | ✓ | ✓ |
| Multimodal memory | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Knowledge graph (GraphRAG) | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Adaptive memory | ✓ | Via Mem0 | ✗ | ✗ | ✓ | ✓ |
| Self-improvement | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Agentic RAG | ✓ | ~ | ✗ | ✗ | ✗ | ✗ |
| Webhook triggers | ✓ | ✓ | ✗ | ✗ | ✗ | ✗ |
| Agent versioning & rollback | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Agent gateway (dual-auth) | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Temporal knowledge graph | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Eval framework | ✓ | ~ | ✗ | ✗ | ✗ | ✗ |
| Project | ||||||
| Written in | Rust | Python | Python | Python | N/A | N/A |
| Open source | ✓ MIT | ✓ | ✓ | ✓ | ✗ | ✗ |
| Price | Free | Free | Free | Free | $20+/mo | $20+/mo |
The Aivyx Advantage
Four capabilities no other platform combines
Privacy-First Encryption
ChaCha20Poly1305 at rest, per-purpose HKDF keys, passphrase never stored.
Capability Attenuation
Type-system enforced permissions — agents can only use their permitted tools.
HMAC Audit Chain
Tamper-proof, cryptographically verifiable log of every agent action.
Agent Federation
Ed25519-verified cross-instance collaboration with trust policies.
vs ChatGPT & Claude
Powerful but cloud-only — your data lives on their servers. Aivyx runs on your machine, encrypts everything, and gives you a verifiable audit trail. Use the same models with Aivyx and keep your data under your control.
vs LangGraph, AutoGen & CrewAI
Python-based agent frameworks without encryption, audit, or local-first architecture. Aivyx is a production-ready platform written in Rust with privacy, security, and user-owned data at its core.
vs Ollama + Open WebUI
A local chat interface. Aivyx is a full Enterprise AI Factory OS — deterministic DAG execution, persistent memory, 66 tools, 22 skills, massive worker constellations, versioning, gateway mode, MCP connectivity, and encryption at rest.