Context Windows brings together credible AI case studies from the open web,
so you can pick and prioritise the use cases that are already working.
Real-world implementations from
Two homegrown bots drained the engineers who built them. Claude Tag catches alerts, traces root causes, and opens PRs—without being asked.
Outage traces took weeks; security questionnaires consumed 150 hours each. Sentinel's agents now triage, resolve, and respond—autonomously.
Six tools and a Slack chain to find one answer. A unified search layer now powers agents that run account audits in 10 minutes, not 3 hours.
QA sampled 50 conversations—most went unscored. Four agents now route and score every interaction, exposing a routing failure no one saw.
His accent turned each video into a sentence-by-sentence splice job. Now his cloned avatar lets him batch a week's content in one sitting.
KYC files moved desk to desk for months, with compliance teams buried in repetitive checks. Agents now extract and score; officers decide.
Context Windows brings together credible AI case studies from the open web,
so you can pick and prioritise the use cases that are already working.
Real-world implementations from
Two homegrown bots drained the engineers who built them. Claude Tag catches alerts, traces root causes, and opens PRs—without being asked.
Outage traces took weeks; security questionnaires consumed 150 hours each. Sentinel's agents now triage, resolve, and respond—autonomously.
Six tools and a Slack chain to find one answer. A unified search layer now powers agents that run account audits in 10 minutes, not 3 hours.
QA sampled 50 conversations—most went unscored. Four agents now route and score every interaction, exposing a routing failure no one saw.
His accent turned each video into a sentence-by-sentence splice job. Now his cloned avatar lets him batch a week's content in one sitting.
KYC files moved desk to desk for months, with compliance teams buried in repetitive checks. Agents now extract and score; officers decide.