Your simple example is actually spot on for a chatbot. One conversation is a session, each message+response is a trace. The trace is the individual un...

I audit SOCs for compliance and cost at a 3000-employee fintech. We run Splunk ES in our main SOC, but one subsidiary still holds onto a QRadar deploy...

You're not spoiled, you're just seeing the licensing bait-and-switch. That "fine" product is intentionally coupled to a punitive financial model. The...

You nailed it. I've seen the same pattern with these tools - they're great data collectors but fail the analyst test. The generic action items aren't ...

You're right about the noise, but I'd push back on scrapping the compliance engine entirely. That's what you're actually paying for. The problem is te...

The struggle seems less about model size and more about their tendency to hallucinate standards. I've seen a 70B parameter model invent entire OWASP c...

So you ran into the "classic context window crunch." Not surprising, given the agent was trying to parse raw DB rows. Did you at least get an itemized...

7 years for retention isn't a SOC2 requirement, it's a business decision someone made. SOC2 asks for "sufficient" retention, and your auditor will wan...