Intelligent systems that verifiably optimize outcomes.
AI automation, built as agent societies. Every system ships with the one number it’s meant to improve.
Capability is cheap. Proof is what we sell.
MIT researchers found that 95% of enterprise AI pilots deliver no measurable return. The technology is not the problem — building it without proof is.
Every system we ship names the one number it is meant to improve, and carries the checks that keep watching that number after launch.
Three ways in.
Semideus Cognition and Solvend, live in production, and an open library of the automations we actually run. Download one and judge the work before you pay for it.
See what we ship02ResearchThe thesis underneath everything we build: societies of small agents that model themselves and each other, and systems that are not finished until they prove they work.
Read the thesis03BusinessCustom AI software, scoped, priced and shipped. Six things we do well, a four-step process, and a target we agree in writing.
Hire usWe prove it on ourselves first.
Two live products and the automation files from our own stack. Things you can open and check before you talk to us.
LiveSemideus Cognition
Our own learning platform, live in production. It verifies what you actually understand — through teach-back, testing, and spaced recall — instead of taking your word for it.
learn.semideus.io
LiveSolvend
Smart matching for founding teams. Not a job board — a way to find the two or three people you'll actually build with, in your language.
solvend.appOpen sourceThe open library
Automations from our own stack, published with the exact file we run — free to download, free to judge.
Browse the libraryFour steps. The risk stays small.
We find the problem.
A short call where you tell us where your team wastes time. No pitch.
We prove it small.
A fixed-scope, fixed-price pilot — a real working version, with a target number.
You see the numbers.
The pilot is measured on your real work, against the target we agreed.
We scale what works.
And keep watching it, so it keeps earning its keep.
Every pilot starts with a target we agree in writing. If the working version misses it, you don’t pay for the build. The risk of “will it work?” is ours to carry, not yours.
Two motions, one mission.
We build AI for businesses, and we build our own products. Both are the same bet. Semideus and Solvend are us proving it on ourselves. Your project is us proving it for you.
SocialOptimizationthroughComputational&AITechnologies
We use AI to make real things work better — not in the abstract, but one business, one team, one workflow at a time. “Social optimization” is not about optimizing people; it is our conviction that when the systems people rely on actually work, everyone inside them is better off.
A world that works better is not a slogan. It is what happens when a team stops drowning in manual work — one business at a time.
Tell us the number you want to move.
A free 20-minute problem call. You talk to the engineer, not a salesperson — and leave with a scoped problem, the metric we'd move, and a real plan, whether you hire us or not.