Blog
Field notes
What we learn deploying agents inside companies that run on people.
- Customer stories
How a PR agency got its mornings back
Weekly monitoring reports drafted overnight and approved by account leads before nine.
- Customer stories
Interview synthesis in hours for a strategy firm
Transcripts become cited findings the same day, in the firm's own template.
- Customer stories
A federation that answers every member question
Members get sourced answers from the regulation library; staff review the hard ones.
- Field notes
Why AI pilots stall in mid-size firms
The tools work. Nobody owns connecting them to how the team actually works.
- Method
Capture the expertise before you automate
How interviews and recordings become the procedures your agents follow.
- Product
Where to put the human
Approval flows that keep people in charge without slowing the work down.
- Method
Measuring the hours an agent gives back
A baseline before launch, a monthly review after. Nothing fancier.
- Product
Model-agnostic, in practice
Why each agent runs on the model that does its job best, and how we switch.
- Field notes
A monitoring report in a morning, not a day
What changed for one agency's account team in six weeks.