Make alternative - Xpectrum AI
Make alternative
Looking for a Make alternative? Automation with real AI.
Make is great for visual automation and has added AI Agents - but it meters per operation, and agents are a newer layer on an automation-first platform. Xpectrum is agent-native: workflows, agents, memory, knowledge, and observability as one platform, on pay-as-you-go pricing.
Why teams switch from Make
- Agents, RAG, and memory as one platform, not modules assembled per scenario
- Predictable pay-as-you-go pricing instead of per-operation metering
- Native voice, chat, email, and messaging channels
- Observability and governance built in
Make vs Xpectrum
Capabilities side by side.
| Capability | Make | Xpectrum |
|---|---|---|
| Workflow automation | ||
| AI agents | Basic | Native |
| Multi-agent orchestration | Limited | |
| Long-running workflows | Limited | |
| Human approvals | ||
| Enterprise integrations | ||
| Visual builder | ||
| Custom APIs & webhooks | ||
| Multiple LLMs | Limited | Any model |
| Open-source models | ||
| Voice agents | ||
| RAG / knowledge bases | Limited | |
| Memory | Limited | |
| Observability | Limited |
How Xpectrum is different from Make
Executions, not operations
Make bills per operation - every module call in a scenario counts - so a rich, multi-step scenario can burn through your operation quota fast. Xpectrum charges per execution, so the cost of an automation stays predictable no matter how many steps it has.
Agent-native, across every channel
Make's visual builder is excellent and now includes AI Agents. The difference is breadth: Xpectrum runs agents natively across voice, chat, email, and every messaging channel, with RAG, memory, and observability as core capabilities rather than a newer layer on an automation-first canvas.
Depth for production
Beyond visual automation, Xpectrum adds long-running workflows, human-in-the-loop approvals, multi-agent orchestration, and full observability - the pieces teams reach for once an automation becomes business-critical.
Pricing
Make prices per operation across tiered monthly plans, so operation-heavy scenarios scale their cost with each module. Xpectrum is pay-as-you-go at $0.001 per app execution. Pricing models shown as of 2026; check each vendor for current rates.
Migration
Switching is simple.
Export or inventory your Make 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 Make? 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 migrate my Make scenarios?
Yes. Export your scenarios and our AI-assisted migration rebuilds the modules, routes, and logic in Xpectrum. App connections are reauthorised during setup.
How does pricing compare to Make?
Xpectrum is pay-as-you-go per execution rather than per operation, so complex multi-step automations stay predictable as you scale.
Can Xpectrum do everything Make does?
Xpectrum covers visual automation, 1000+ integrations, and custom APIs, and adds native AI agents, RAG, memory, and observability on top.
What happens to my Make operations costs?
Make meters per operation, so scenarios with many modules consume operations quickly. Xpectrum charges per execution, which keeps complex, multi-step automations predictable as volume grows.
Ready to move beyond Make?
Keep your automations running, unlock native AI agents, and build on a platform designed for the future of AI.