may 8 daily ai agent roundup - cursor 3.3 added an agent context-usage breakdown. collibra launched its ai command center. the trend in the headlines is observability. the trend the buyer asks about is audit.
in a vendor demo, both look like 'a dashboard with charts'. in a procurement review, they answer different questions.
what observability answers
- how much context is the agent using
- what's the latency p99
- which tool calls are spiking error rates
- where is the cost going
what audit answers
- did this agent invoke this tool with this input at this time, and can you prove it 14 months later
- is the log tamper-evident
- can you produce a hash-chained export for a regulator subpoena
- does the conformity assessment match the actual production behavior
why the difference matters in the buyer's seat
the cto buys observability. the gc buys audit. they're rarely the same procurement team.
selling an agent dashboard as 'good enough for compliance' is how vendors lose deals when the gc reads the technical docs. the dashboard ships realtime metrics. it doesn't ship a tamper-evident record.
what bizsuite ships alongside any observability tool
- wrapper that emits a structured audit log on every tool invocation
- daily merkle root + s3 object lock
- exportable history for a court-defensible subpoena
- procurement-ready pdf with the conformity assessment
4 hours, $997 per agent. drops in next to cursor, collibra, langfuse, datadog, whatever the team already runs.
the test
show your dashboard to your gc. ask 'is this enough for an article 12 audit'. if the answer is 'we'll need to add logs', you have observability. you don't have audit.
ship both.
Top comments (0)