LangGraph alternative - Xpectrum AI
LangGraph alternative
Looking for a LangGraph alternative? Orchestration, fully managed.
LangGraph is a powerful library for stateful, multi-agent graphs - but it's low-level: you own the infrastructure, UI, integrations, and observability. Xpectrum delivers the same orchestration power as a managed platform with a visual builder and built-in tooling.
Why teams switch from LangGraph
- Managed runtime for long-running, stateful agents
- Visual builder and 1000+ integrations, no glue code
- Built-in observability, memory, and knowledge bases
- Human approvals and multi-channel delivery out of the box
LangGraph vs Xpectrum
Capabilities side by side.
| Capability | LangGraph | 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 | ||
| Memory | ||
| Observability | LangSmith |
Migration
Switching is simple.
Export or inventory your LangGraph 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 LangGraph? 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 port my LangGraph graphs to Xpectrum?
Yes. Your graph nodes, state, and tools map into Xpectrum's orchestration during migration, with the runtime managed for you.
Is Xpectrum as flexible as LangGraph?
You keep control over agent logic and any model, while gaining a visual builder, integrations, and production tooling.
How does Xpectrum handle long-running agents?
Long-running, stateful workflows are native, with checkpoints, human approvals, and full execution monitoring.
Ready to move beyond LangGraph?
Keep your automations running, unlock native AI agents, and build on a platform designed for the future of AI.