This is a brilliant architectural overview of Data Clean Rooms. In our research at Way2Win.ai, we've been applying similar confidential computing principles to RNG (Random Number Generator) logic auditing.
The main challenge we've identified is maintaining Logic Integrity during high-latency periods. When the 'Clean Room' (the analytical environment) experiences server-side desync, it can trigger anomalous variance clusters that deviate from the software's original DNA.
We have documented our real-time audit methodology and server uptime correlation report here:
https://way2win.ai/en/blog/global-rng-software-audit-2026/
I'm curious if the current Azure confidential computing framework provides specific telemetry to monitor these micro-desyncs between the hardware root of trust and distributed analytical nodes?🧐