Context Windows brings together credible case studies on what companies are doing with AI, from across the open web. We compare their results so you can prioritise the use cases that are actually working.
Real-world implementations from
Analysts buried in evidence gathering before they could respond. AI handles context and summaries; they move from signal to decision faster.
Up to an hour per alert, dozens daily—manual triage had hit a wall. AI personas now debate each in minutes; humans authorize the response.
Siloed tools left the SOC blind to threats spanning satellites to cloud. AI now closes most cases automatically, in seconds.
One IAM misconfiguration across 28 accounts meant 28 separate 2–3-hour investigations. Pleri surfaces it as one and writes the fix.
The alert named the event. The analyst still had to name the person — a second search, slower for newer analysts. A pipeline now names both.
A small team manually investigated alerts across 35 AWS accounts. Now, engineers use AI chat to instantly pinpoint system anomalies.
Context Windows brings together credible case studies on what companies are doing with AI, from across the open web. We compare their results so you can prioritise the use cases that are actually working.
Real-world implementations from
Analysts buried in evidence gathering before they could respond. AI handles context and summaries; they move from signal to decision faster.
Up to an hour per alert, dozens daily—manual triage had hit a wall. AI personas now debate each in minutes; humans authorize the response.
Siloed tools left the SOC blind to threats spanning satellites to cloud. AI now closes most cases automatically, in seconds.
One IAM misconfiguration across 28 accounts meant 28 separate 2–3-hour investigations. Pleri surfaces it as one and writes the fix.
The alert named the event. The analyst still had to name the person — a second search, slower for newer analysts. A pipeline now names both.
A small team manually investigated alerts across 35 AWS accounts. Now, engineers use AI chat to instantly pinpoint system anomalies.