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
Every buying signal required SQL before anyone could move. Now GTM teams and AI agents query the same governed data in plain language.
A phone launch, a breaking story, a Vietnamese phrase — keyword search came up short. Semantic retrieval now covers 92% of AI Search.
Elasticsearch treated creator vectors like log data, aging 400M+ to frozen storage, pushing search to 25s. A vector-native store fixed it.
Underperforming agents meant engineers rewriting prompts by hand and guessing. Now a self-correcting system reads scores and rewrites them.
Every chat hit an operator; static fraud rules generated constant false positives. Bots now triage first; ML recalibrates risk in real time.
Logs scattered across five systems, often pieced together by the wrong engineer: incidents took days. AI agents now diagnose in minutes.
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
Every buying signal required SQL before anyone could move. Now GTM teams and AI agents query the same governed data in plain language.
A phone launch, a breaking story, a Vietnamese phrase — keyword search came up short. Semantic retrieval now covers 92% of AI Search.
Elasticsearch treated creator vectors like log data, aging 400M+ to frozen storage, pushing search to 25s. A vector-native store fixed it.
Underperforming agents meant engineers rewriting prompts by hand and guessing. Now a self-correcting system reads scores and rewrites them.
Every chat hit an operator; static fraud rules generated constant false positives. Bots now triage first; ML recalibrates risk in real time.
Logs scattered across five systems, often pieced together by the wrong engineer: incidents took days. AI agents now diagnose in minutes.