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
Metric definitions had splintered; six analysts handled all requests. A Claude agent now routes 30+ users to consistent, SQL-backed answers.
Lost parts sales sent teams manually piecing together the root cause from scattered data. Five subagents now surface the full picture.
Every data question routed through engineers. Now 800+ users — 70% non-technical — query a 200-country travel dataset in plain language.
Most staff worked around the data warehouse in Excel; new reports queued behind Qlik specialists. Now executives query KPIs from Teams.
Data lived in paper registers; monthly snapshots meant crises surfaced too late. Staff now run offline dashboards, no engineers or internet.
Business teams waited days for dashboards; every query routed through analysts. Now anyone asks in plain language and gets answers directly.
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
Metric definitions had splintered; six analysts handled all requests. A Claude agent now routes 30+ users to consistent, SQL-backed answers.
Lost parts sales sent teams manually piecing together the root cause from scattered data. Five subagents now surface the full picture.
Every data question routed through engineers. Now 800+ users — 70% non-technical — query a 200-country travel dataset in plain language.
Most staff worked around the data warehouse in Excel; new reports queued behind Qlik specialists. Now executives query KPIs from Teams.
Data lived in paper registers; monthly snapshots meant crises surfaced too late. Staff now run offline dashboards, no engineers or internet.
Business teams waited days for dashboards; every query routed through analysts. Now anyone asks in plain language and gets answers directly.