Research
Notes from the machine room
What we learn building and operating autonomous agent teams — published, because top companies show their work.
Jan 20, 2026
Small models, big work
Offline deployments taught us to stop reaching for the largest model by default. Specialist small models, orchestrated well, routinely beat one giant generalist.
By the Research team · 7 min read
Dec 3, 2025
Anatomy of the 24-hour proposal
A brief arrives at midnight. By the next midnight a priced, planned, reviewable proposal exists. Here is the pipeline that makes the promise reliable.
By the Deal Desk team · 5 min read
Nov 12, 2025
The sovereign AI playbook
Why serious institutions are moving AI inside their own walls — and what it actually takes to run modern systems with zero external connectivity.
By the Infrastructure team · 6 min read