eiGroup / How we work / Methodology
|› Methodology
The same operating system runs behind every eiGroup venture — from a problem worth solving to a company the world adopts.
Every venture runs the same path — from real industrial pull to a company the world adopts. Each phase has a gate; we move forward only when the evidence is there.
We start from real industrial pull — a problem someone is paying to solve badly today. We add scientific depth: is there a fundamentally better approach hidden in the literature?
eiLink runs the applied science: models, prototypes, controlled experiments. We kill the idea fast if the physics doesn't hold.
DRL turns the validated approach into software: data pipelines, ML systems, production-grade interfaces. We never ship a research notebook to a customer.
First paying customer before we spin out. Real money, real contract, real feedback. We brand it, give it a board, give it founder time.
The new venture goes to market under its own brand. Powered by eiGroup stays on the wordmark — origin, infrastructure, governance.
The line that runs through everything
We never ship a research notebook to a customer.
A method is only as good as the gates it enforces — so each phase has to earn the next.
We only start where industry is already paying — then ask whether science offers a fundamentally better answer.
If the physics doesn't hold, we stop early. Validation exists to end weak ideas, not to defend them.
A paying customer comes before the spin-out — so every venture launches with a market, not a hypothesis.
|› How we work