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
Data lived in paper registers; monthly snapshots meant crises surfaced too late. Staff now run offline dashboards, no engineers or internet.
Lapsed donors went cold by default — the manual pull took hours the team didn't have. Que surfaces them weekly; one 7-year gap yielded $15K.
Each childhood tumor has unique genetic drivers—adult protocols don't apply. Spreadsheets meant 6-month waits; Azure cut that to weeks.
Each funding partner took 12 hours to vet. A Copilot agent now scans their news and websites, handing fundraisers a risk summary to review.
Two hours puzzling over walk assignments, 15 minutes per stray. Now AI handles both in seconds, freeing caregivers for the toughest animals.
Querying Wikidata required specialized syntax, locking out most AI systems. Vector search now lets LLMs navigate 100M+ entities in plain language.
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
Data lived in paper registers; monthly snapshots meant crises surfaced too late. Staff now run offline dashboards, no engineers or internet.
Lapsed donors went cold by default — the manual pull took hours the team didn't have. Que surfaces them weekly; one 7-year gap yielded $15K.
Each childhood tumor has unique genetic drivers—adult protocols don't apply. Spreadsheets meant 6-month waits; Azure cut that to weeks.
Each funding partner took 12 hours to vet. A Copilot agent now scans their news and websites, handing fundraisers a risk summary to review.
Two hours puzzling over walk assignments, 15 minutes per stray. Now AI handles both in seconds, freeing caregivers for the toughest animals.
Querying Wikidata required specialized syntax, locking out most AI systems. Vector search now lets LLMs navigate 100M+ entities in plain language.