From AI workflows to company autopilot
AI agents should know how your company works.
Models and tools will keep changing. What your company knows should not.
What we buildWhat we buildWe build your best expert as an agent.
Not a platform to configure. You name the job one of your experts cannot scale, and we hand back an agent that does it their way.
AI can produce the work. It cannot approve it.
So your best person still checks everything.
| Capability | Chatbot | Workflow tool | Your expert |
|---|---|---|---|
| Answers a question | ✓ Yes | ✓ Yes | ✓ Yes |
| Repeats a known process | ✕ No | ✓ Yes | ✓ Yes |
| Decides if the work is good enough | ✕ No | ✕ No | ✓ Yes |
The unit of work
One Agent.
One accountable body, carrying your standard into real work.
Two accountable layers.
SHIKI carries the expert's knowledge, skill and judgment. argsmem keeps the experience, and links every decision to what it led to.
argsmem
The quality layer
SHIKI
Built from one of your experts.
You giveTwo hours with one expert, talking through real decisions.
You getAn agent that reasons the way they do, not one that memorised answers.
The experience layer
argsmem
Built from the boundary you set, and everything the work returns.
You giveWhat it may reach, and every correction you make.
You getAn agent that holds the line, and gets better every time you correct it.
The core
Together, they close the loop.
Decision, action, result, correction — each pass supervised by your expert, and each correction making the next one better.
Products built on our agents.
Fashion
ÉLAN
You give
One photo.
Runs on
ÉLAN
Interior
The Designer
You give
One blank 2D floor plan.
Runs on
The Designer
Film
The Director
You give
The product, or just the goal.
Runs on
The Director
Build the first proof
Start with one expert judgment that must hold.
Tell us which judgment matters most. We will define one agent and the outcome it must prove.