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.
NewConnect ChatGPT & Claude to this data — now available as API & MCP →
Real-world implementations from
Ideas from your team, no outside signal → Best guess prioritization
Demos that impress, outcomes that don't
Ideas from your team, no outside signal
Best guess prioritization
Demos that impress, outcomes that don't
Your shortlisted ideas, validated against 2,600+ real implementations → Prioritise by what's already paying off
Measurable ROI and competitive edge
Your shortlisted ideas, validated against 2,600+ real implementations
Prioritise by what's already paying off
Measurable ROI and competitive edge
Use case intelligence lets you see the winners,
so you can be in the 5%
Also available as API & MCP — bring the data into ChatGPT, Claude, or your own tools|API reference →
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.
NewConnect ChatGPT & Claude to this data — now available as API & MCP →
Real-world implementations from
Ideas from your team, no outside signal → Best guess prioritization
Demos that impress, outcomes that don't
Ideas from your team, no outside signal
Best guess prioritization
Demos that impress, outcomes that don't
Your shortlisted ideas, validated against 2,600+ real implementations → Prioritise by what's already paying off
Measurable ROI and competitive edge
Your shortlisted ideas, validated against 2,600+ real implementations
Prioritise by what's already paying off
Measurable ROI and competitive edge
Use case intelligence lets you see the winners,
so you can be in the 5%
Also available as API & MCP — bring the data into ChatGPT, Claude, or your own tools|API reference →
Decades of shot data, too slow to surface live. Now 49 AI agents deliver context to 17M patrons as each shot lands.
Each payroll meant up to 20 manual transfers; each invoice re-keyed from a spreadsheet. Agents now prepare both; owners approve once.
Overtaxed servers left 13 legal models trailing as laws changed. AWS migration cut costs 40%, throughput up 170%, opened new markets.
Two homegrown bots drained the engineers who built them. Claude Tag catches alerts, traces root causes, and opens PRs—without being asked.
Exact commands couldn't match how Indian homes speak — mixing Hindi, English, Marathi. Havells' AI now reads intent from natural speech.
Outage traces took weeks; security questionnaires consumed 150 hours each. Sentinel's agents now triage, resolve, and respond—autonomously.
AI agents that engage website visitors and inbound prospects 24/7 — qualifying interest, scoring intent, and booking meetings with sales reps automatically.
AI agents that autonomously handle customer requests — processing refunds, modifying accounts, making bookings, and resolving issues without human intervention.
Forecasting demand, credit risk, churn, and sales pipelines — foundation models extending traditional forecasting with reasoning over unstructured signals like emails, calls, and reports.
LLMs that analyze customer calls, chats, and meetings — generating coaching summaries, deal insights, quality scores, and sentiment trends.
Real-time fraud and identity verification that combines scoring models with AI reasoning over transaction context, customer history, and unstructured signals.
Foundation models that read sensor streams alongside maintenance logs, manuals, and technician notes to predict equipment failures.
Decades of shot data, too slow to surface live. Now 49 AI agents deliver context to 17M patrons as each shot lands.
Each payroll meant up to 20 manual transfers; each invoice re-keyed from a spreadsheet. Agents now prepare both; owners approve once.
Overtaxed servers left 13 legal models trailing as laws changed. AWS migration cut costs 40%, throughput up 170%, opened new markets.
Two homegrown bots drained the engineers who built them. Claude Tag catches alerts, traces root causes, and opens PRs—without being asked.
Exact commands couldn't match how Indian homes speak — mixing Hindi, English, Marathi. Havells' AI now reads intent from natural speech.
Outage traces took weeks; security questionnaires consumed 150 hours each. Sentinel's agents now triage, resolve, and respond—autonomously.
AI agents that engage website visitors and inbound prospects 24/7 — qualifying interest, scoring intent, and booking meetings with sales reps automatically.
AI agents that autonomously handle customer requests — processing refunds, modifying accounts, making bookings, and resolving issues without human intervention.
Forecasting demand, credit risk, churn, and sales pipelines — foundation models extending traditional forecasting with reasoning over unstructured signals like emails, calls, and reports.
LLMs that analyze customer calls, chats, and meetings — generating coaching summaries, deal insights, quality scores, and sentiment trends.
Real-time fraud and identity verification that combines scoring models with AI reasoning over transaction context, customer history, and unstructured signals.
Foundation models that read sensor streams alongside maintenance logs, manuals, and technician notes to predict equipment failures.