The failure mode
Generic chat will summarize whatever is in the window and invent the rest. Real research needs a corpus, a method, citations, and a way to resume tomorrow without losing the plot.
How Okita works it
We treat research like production. Roles for search, reading, critique, and writing. Shared notes. Source locks. A harness that can run a long horizon without wandering. Local models when the material cannot leave the building.
What you leave with
- Research crews with search, reading, and briefing roles
- Source-backed notes, citations, and a durable research memory
- Long-horizon programs that resume cleanly across days
- Optional on-prem or offline models for private corpora