Core reporting — KPIs, response times, trends, comparisons — runs without any generative model.
Sentiment analysis, recommendations, selected predictions. Switched on or off per client and per use case.
Sparkoper is not built around one AI provider: a model can be swapped without changing the workflow. Your data stays hosted where you decide.
Same governance, whatever the model: defined purpose · limited data · controlled output · every call logged and traceable.
For regulated operators: human validation of recommendations · no training on your data · a model hosted in the jurisdiction you require.