AI use case
Foundation models accelerating R&D — generative chemistry, AlphaFold-class protein modeling, and AI-designed clinical trials in life sciences.
25 case studies (+50% last year)
Mapping a billion protein interactions took years; GPU acceleration cut it to weeks, letting researchers test more candidates without more lab runs.
Each childhood tumor has unique genetic drivers—adult protocols don't apply. Spreadsheets meant 6-month waits; Azure cut that to weeks.
Compute limits capped labs at 1–2 targets/year. A shared 760-GPU cluster let one team screen 10M molecules in a week.
Medicinal chemists had no way into binding simulations—that was computational chemistry's territory. AI gave them a browser and a button.
Validating hypotheses took specialists weeks of manual coding. Now, an AI agent drafts analyses for expert review in minutes.
A maze of disconnected systems obscured global trial visibility. Now, a digital twin guides AI to automate heavily regulated workflows.
Context Windows Pro
Research and prioritise AI use cases with data that shows you what’s working. Upgrade now to unlock the full database.
68 case studies
Forecasting demand, credit risk, churn, and sales pipelines — foundation models extending traditional forecasting with reasoning over unstructured signals like emails, calls, and reports.
7 case studies
Real-time fraud and identity verification that combines scoring models with AI reasoning over transaction context, customer history, and unstructured signals.
71 case studies
Personalized experiences, recommendations, and outreach — AI that picks the offer, generates the message, and adapts in real time.
Context Windows brings together case studies on what companies are doing with AI, from across the web. So you can prioritise what's already working.
Context Windows Pro
AI use case
Foundation models accelerating R&D — generative chemistry, AlphaFold-class protein modeling, and AI-designed clinical trials in life sciences.
25 case studies (+50% last year)
Mapping a billion protein interactions took years; GPU acceleration cut it to weeks, letting researchers test more candidates without more lab runs.
Each childhood tumor has unique genetic drivers—adult protocols don't apply. Spreadsheets meant 6-month waits; Azure cut that to weeks.
Compute limits capped labs at 1–2 targets/year. A shared 760-GPU cluster let one team screen 10M molecules in a week.
Medicinal chemists had no way into binding simulations—that was computational chemistry's territory. AI gave them a browser and a button.
Validating hypotheses took specialists weeks of manual coding. Now, an AI agent drafts analyses for expert review in minutes.
A maze of disconnected systems obscured global trial visibility. Now, a digital twin guides AI to automate heavily regulated workflows.
Context Windows Pro
Research and prioritise AI use cases with data that shows you what’s working. Upgrade now to unlock the full database.
68 case studies
Forecasting demand, credit risk, churn, and sales pipelines — foundation models extending traditional forecasting with reasoning over unstructured signals like emails, calls, and reports.
7 case studies
Real-time fraud and identity verification that combines scoring models with AI reasoning over transaction context, customer history, and unstructured signals.
71 case studies
Personalized experiences, recommendations, and outreach — AI that picks the offer, generates the message, and adapts in real time.
Context Windows brings together case studies on what companies are doing with AI, from across the web. So you can prioritise what's already working.
Context Windows Pro