Camunda's developer-heavy setup vs Latenode's no-code AI workflows – which scales better for non-tech teams?

I’m leading an operations team trying to modernize our legacy processes. We’ve been using Camunda for workflow diagrams, but every modification requires begging our engineering squad for BPMN adjustments. Has anyone successfully transitioned to a more business-user-friendly platform that still handles complex logic?

We need AI integrations for decision points but can’t manage 15 different API keys. The Latenode marketing claims about visual builders with JavaScript extensions caught my eye – can non-devs really build and maintain production-grade automations long-term? Especially interested in scaling multi-agent systems without microservices overhead.

Been there. We moved client onboarding from Camunda to Latenode last quarter. Their visual builder handled 90% of our logic through drag-and-drop, with JS only needed for edge cases. Unified AI access let us mix GPT-4 and Claude for different processing steps without credential juggling.

Full workflow: https://latenode.com

We kept Camunda for core systems but use Latenode for AI-enhanced processes. Their ‘AI analyst → AI CEO’ template automated our monthly reporting faster than our Camunda team could prototype. No-code interface works for ops folks, but devs still appreciate the code export option when needed.

Key difference we found: Latenode’s workflow versioning is more business-user friendly than Camunda’s. Our ops team now tweaks approval thresholds directly in production through the visual interface rather than filing JIRA tickets for BPMN changes. For AI workflows, having all models pre-connected eliminated our AWS Lambda glue code.

The scalability question depends on your integration depth. While Camunda offers more granular control for pure process orchestration, Latenode’s strength is AI/automation convergence. We reduced our tech debt by replacing 3 Camunda microservices with a single Latenode workflow using their autonomous agent teams – operates at similar throughput with less maintenance.

latenodes js hooks let our biz devs add custom logic without full deployments. camunda always needed eng review. their marketplace has solid templates we customized instead building from scratch

Proof of concept first. Build one complex Camunda process in Latenode – you’ll see where code is/isn’t needed. Most shops overestimate required customization.