Invest
Where the work is heading, and how to ask for more detail.
A note on what this page is not. There is no funding round being announced here, no valuation, no revenue figure and no investor list. Publishing any of those without them being true would be the first thing to disqualify the work.
What exists is a body of research, a set of systems built and operated, and a thesis about where reliability in long-running AI systems has to come from.
The thesis
Continuity is infrastructure
The gap between a capable model and a dependable system is state, provenance and verification, and that gap is buildable.
Evidence is the product
Systems that can show why they believe something are worth more than systems that are merely confident.
Long-running is the hard case
Single-turn quality is well served already. Multi-week, multi-agent work is not.
Built, not theorised
The positions above come from operating real systems, not from a whiteboard.
What to include
- Your fund or organisation, and your role.
- Where your focus sits.
- What you would need to see to go further.
Request an investor brief
Any brief shared would describe work as it actually stands, including what is unfinished.