AutoGen alternative - Xpectrum AI
AutoGen alternative
Looking for an AutoGen alternative? From research to production.
AutoGen is a popular multi-agent framework for research and prototyping - now in maintenance mode as Microsoft converges it into the Agent Framework. Xpectrum turns those multi-agent patterns into production systems - managed, integrated, and governed - without adopting a new framework.
Why teams switch from AutoGen
- A managed, production-ready platform, not a framework in flux
- Visual builder, integrations, and human approvals built in
- Observability and monitoring built in, no separate wiring
- Enterprise governance: audit logs, RBAC, and secrets
AutoGen vs Xpectrum
Capabilities side by side.
| Capability | AutoGen | Xpectrum |
|---|---|---|
| Workflow automation | Code | |
| AI agents | Native | |
| Multi-agent orchestration | ||
| Long-running workflows | Code | |
| Human approvals | Code | |
| Enterprise integrations | Code | |
| Visual builder | ||
| Custom APIs & webhooks | ||
| Multiple LLMs | Any model | |
| Open-source models | ||
| Voice agents | ||
| RAG / knowledge bases | Limited | |
| Memory | ||
| Observability | Add-on |
Migration
Switching is simple.
Export or inventory your AutoGen workflows
Gather your workflow definitions, prompts, and integration list. Our migration works from multiple formats - exports don't have to be perfect.
Spin up your Xpectrum workspace
Create a workspace in minutes: visual builder, AI agent builder, knowledge bases, secrets, and execution monitoring included.
Rebuild with AI-assisted migration
Upload your definitions and our AI analyses triggers, actions, conditions, prompts, and connected apps to recreate them - so you don't rebuild by hand.
Reconnect apps and go live
Reauthorise your integrations, validate each workflow in a safe environment, then run in production with full logs and monitoring.
Moving off AutoGen? Our team can migrate your first workflows with you. Talk to the migration team.
Why choose Xpectrum?
Instead of stitching together separate tools for automation, AI, knowledge, and orchestration, everything works together in one platform. With Xpectrum you get:
- Visual workflows and native AI agents in one platform
- Multi-agent orchestration
- Any leading LLM or open-source model
- 1000+ integrations, MCP, and custom connectors
- Knowledge bases, RAG, and memory
- Human approval steps
- Voice, chat, email, and messaging channels
- Full observability and execution monitoring
- Enterprise governance: audit logs, RBAC, secrets
Frequently asked questions
Can I move an AutoGen prototype to production on Xpectrum?
Yes. Your agent roles, conversations, and tools map into Xpectrum's orchestration, with a managed runtime and production tooling.
Is Xpectrum as flexible as AutoGen?
You keep control over agent logic and any model, and gain a visual builder, integrations, observability, and governance.
How does Xpectrum handle reliability?
Executions are monitored end to end with logs, metrics, retries, and human approvals where needed.
Ready to move beyond AutoGen?
Keep your automations running, unlock native AI agents, and build on a platform designed for the future of AI.