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.
Real-world implementations from
Hundreds of thousands of requests buried in email inboxes. Joule agents now route, classify, and draft replies — teams handle more, faster.
Leads arrived unqualified, pulling engineers into days of BANT research. Two agents now qualify every inbound and brief sellers in minutes.
Exact commands couldn't match how Indian homes speak — mixing Hindi, English, Marathi. Havells' AI now reads intent from natural speech.
Teams kept rebuilding agents others had already built—no shared standard, no way to find them. A mesh gave every agent a discoverable home.
Multilingual expansion meant days-long vendor queues and manual file conversions. DeepL solved both, cutting turnaround by more than half.
Policies were on the intranet. Employees called HR anyway. Now a Teams agent answers around the clock, freeing HR for complex cases.
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.
Real-world implementations from
Hundreds of thousands of requests buried in email inboxes. Joule agents now route, classify, and draft replies — teams handle more, faster.
Leads arrived unqualified, pulling engineers into days of BANT research. Two agents now qualify every inbound and brief sellers in minutes.
Exact commands couldn't match how Indian homes speak — mixing Hindi, English, Marathi. Havells' AI now reads intent from natural speech.
Teams kept rebuilding agents others had already built—no shared standard, no way to find them. A mesh gave every agent a discoverable home.
Multilingual expansion meant days-long vendor queues and manual file conversions. DeepL solved both, cutting turnaround by more than half.
Policies were on the intranet. Employees called HR anyway. Now a Teams agent answers around the clock, freeing HR for complex cases.