Samiel is the parent concept behind everything else here: what it means for an AI to have a persistent, addressable presence somewhere real, not just a chat window. It's an open-ended thesis rather than a finished product, and it's deliberately being built in the open, one research thread and one shipped system at a time.
Each project under Samiel investigates a different piece of that thesis. Monowire looks at continuity of reasoning between a human and their AI-assisted work. Morphix looks at how organizational knowledge should be structured before it's ever handed to an AI. Orizonz looks at reasoning about what's likely to happen next in a business. None of them are finished; all of them are documented as they go.
Under the Samiel Umbrella
A continuity layer for AI-assisted work.
Structuring organizational knowledge before it reaches an AI.
Reasoning about what's likely to happen next in a business.
Connected Research
Samiel doesn't have its own dedicated paper yet, its thesis runs through the research behind each individual project. This is the foundational piece that motivates the whole studio.
Organizations Don't Have an AI Problem. They Have a Memory Problem.
The real bottleneck in AI adoption isn't model choice or context length. It's what happens to an organization's knowledge after the meeting ends the foundational argument behind Samiel's projects.
Read the research