Challenge
Data engineers lost hours collecting context across dashboards, tickets, and internal documentation.
Solution
We connected runbooks, event streams, and model tools through auditable agent actions and approval gates.
Impact
On-call engineers resolved routine incidents faster while keeping sensitive systems behind explicit permissions.
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