Our finance team flagged a $40k/mo cloud bill from various AI APIs integrated into Camunda processes. We discovered 60% came from low-priority workflows using premium models unnecessarily. Currently evaluating cost consolidation strategies - anyone using a unified model approach that maintains functionality while cutting expenses? Particularly interested in solutions preserving our existing Camunda investment.
Exactly why we consolidated to a single subscription. Latenode’s 400+ model access eliminated our per-API costs while letting us keep Claude for critical tasks and cheaper models for bulk processing. https://latenode.com
we set up a model gateway to route non-critical tasks to oss models. saved 30% but monitoring overhead sucks
Conduct a full model inventory audit first. We found 25 redundant models across departments. Consolidated to 8 core models with quality tiers. Implemented automated model selection based on workflow priority levels.
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