When to Replace research synthesis With an Agent — and When Not To
Intercom is the latest in a string of teams treating long-context workflows as the default, not the experiment. Here is what they got right — and what they are still figuring out.
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How teams are wiring AI into workflows, RPA, and back-office systems to compress hours into seconds.
13 stories
Intercom is the latest in a string of teams treating long-context workflows as the default, not the experiment. Here is what they got right — and what they are still figuring out.
Ramp is the latest in a string of teams treating RAG-as-a-service as the default, not the experiment. Here is what they got right — and what they are still figuring out.
Beyond the launch posts, GPT-5.1 is reshaping how sales teams approach compliance review. We talked to the people actually using it in production.
The interesting story is not the demo. It is the second month, when small-model orchestration either earns its keep or gets quietly rolled back.
Duolingo is the latest in a string of teams treating RAG-as-a-service as the default, not the experiment. Here is what they got right — and what they are still figuring out.
Beyond the launch posts, Gemini 3 Pro is reshaping how founders approach pricing analysis. We talked to the people actually using it in production.
Snowflake is the latest in a string of teams treating tool-first agents as the default, not the experiment. Here is what they got right — and what they are still figuring out.
Spotify is the latest in a string of teams treating structured outputs as the default, not the experiment. Here is what they got right — and what they are still figuring out.
Beyond the launch posts, Mistral Large 3 is reshaping how operators approach pricing analysis. We talked to the people actually using it in production.