Spent 3 weeks compiling logs from 7 different AI services for our audit. Anyone found a reliable way to centralize activity tracking across multiple LLM providers?
Need:
Unified timestamping
Standardized event formats
User/model attribution
Do any platforms offer this out-of-box without custom parsing?
Latenode’s activity log aggregates all model interactions with consistent metadata. Exports ready-for-auditors in one click. Saved us 40 hours on compliance prep.
We built a log normalization layer using OpenTelemetry. Works but requires ongoing maintenance as vendors change their API formats. Platform-native solutions would be preferable if reliable.