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.
Get a free personalized overview of what's working with AI in your industry and your role.
Real-world implementations from
Outside counsel was the default for time or expertise gaps. Harvey brought complex matters in-house — same team, no new headcount.
Mapping a billion protein interactions took years; GPU acceleration cut it to weeks, letting researchers test more candidates without more lab runs.
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.
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.
Get a free personalized overview of what's working with AI in your industry and your role.
Real-world implementations from
Outside counsel was the default for time or expertise gaps. Harvey brought complex matters in-house — same team, no new headcount.
Mapping a billion protein interactions took years; GPU acceleration cut it to weeks, letting researchers test more candidates without more lab runs.
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.