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Most teams discover AI agents are risky during a messy rollout, not from a tidy design review. Working across different tech companies, we have seen...
Most teams discover that "AI that reads papers" still leaves gaps at the bedside during pre-round huddles and tumor boards, not from glossy vendor decks....
You think you know where growth leaks happen until a single release tanks activation and your dashboards tell you the "what," not the "why." From...
Most teams discover their data is scattered across SaaS apps and shadow AI pipelines during a breach post-mortem, not from a quarterly audit. From our...
Most teams discover identity compromise during an incident postmortem, not from the SIEM dashboard. Working across different tech companies, the biggest gaps we still see...
Most teams discover their hiring bottlenecks during quarterly headcount scrums, not from vendor demos. Working across different tech companies, we have seen talent teams struggle...
Most teams discover identity and misconfiguration risk during an incident review, not from scheduled audits. Working across different tech companies, we have seen CNAPPs prevent...
Most teams discover their developer experience gaps during an incident postmortem, not from quarterly planning. Working across different tech companies, we have seen platform teams...
Most teams discover blind spots in LLM observability during the first real production incident, not from unit tests. Working across different tech companies, we keep...
You think you know your GPU plan until your first 2 a.m. incident when spot evictions spike, pods get unschedulable, and your fine-tuning run stalls...