Context Windows brings together case studies on what companies are doing with AI, from across the web. We compare their results so you can prioritise the use cases that are actually working.
Real-world implementations from
India's top institutes were limited to 500 students per cohort by campus capacity. Adaptive AI tutoring and hybrid delivery broke that wall.
Robotics labs capped at 6–7 training runs/day on desktop GPUs. Shared campus compute lifted that to 100+ runs daily.
A UK primary school teacher with no coding skills couldn't build her learning app. She described it in plain language—Replit built it.
Up to an hour per review, 4,000 reviews a year, 20 countries with different standards. An AI agent now runs the checks; teachers sign off.
Compute limits capped labs at 1–2 targets/year. A shared 760-GPU cluster let one team screen 10M molecules in a week.
Ops teams combed Gong, Zendesk, Slack, and Salesforce to answer routine questions. Now one query surfaces cited answers.
Context Windows brings together case studies on what companies are doing with AI, from across the web. We compare their results so you can prioritise the use cases that are actually working.
Real-world implementations from
India's top institutes were limited to 500 students per cohort by campus capacity. Adaptive AI tutoring and hybrid delivery broke that wall.
Robotics labs capped at 6–7 training runs/day on desktop GPUs. Shared campus compute lifted that to 100+ runs daily.
A UK primary school teacher with no coding skills couldn't build her learning app. She described it in plain language—Replit built it.
Up to an hour per review, 4,000 reviews a year, 20 countries with different standards. An AI agent now runs the checks; teachers sign off.
Compute limits capped labs at 1–2 targets/year. A shared 760-GPU cluster let one team screen 10M molecules in a week.
Ops teams combed Gong, Zendesk, Slack, and Salesforce to answer routine questions. Now one query surfaces cited answers.