Company
Human excellence through AI stewardship.
Machine-learning infrastructure for organisations that assess, inspect and certify.
01 · Origin
Spun out of Google DeepMind.
The research question was verification: how far a judgement pipeline can go with no probabilistic step in the loop. Engineers from Google DeepMind took that question out of the lab and into production.
Sokros is the company that followed. We build the layer organisations stand on when a decision has to be explained, replayed and defended: assessment, inspection, certification, and the casework that sits beside them.
02 · Character
Fair AI built on transparency.
The same rules, the same record, and a person on the post that matters.
Human excellence
The person keeps the post that matters. The system drafts; an assessor, an inspector or a caseworker signs.
Fair by architecture
Same input, same decision. An outcome does not depend on the time of day, the queue, or a sampling seed.
Answerable AI
Every decision carries its quotes and replays. If it cannot be explained from the record, it does not ship.
A bounded machine
Zero third-party AI in the marking path. Learner and case data stay inside the boundary the contract names.
Stewardship
The system stays answerable.
Stewardship is the future we are building toward: AI that widens what a skilled person can judge, without taking the judgement away.
03 · How we operate
Four beliefs we build by.
Every roadmap argument in this company ends at one of these.
Infrastructure, not features
We build the judgement layer organisations stand on, the way payments companies build rails. Boring reliability is the product.
Regulated first
We design for the audit, the appeal and the person who has to sign, not the demo.
Configuration over code
New work is authored, not programmed. That is what lets a small team serve many organisations without forking the engine.
Sovereignty is a feature
UK, EU and Gulf in-region hosting, or fully on-premise. Data stays inside the boundary the contract names.
04 · Where we work
Three bases, twenty markets.
London for engineering. The Gulf for in-region deployments. Specialists across time zones.
London
Engineering and assessment research
Gulf region
In-region hosting and deployments
Remote
Specialists across time zones
05 · The company
The rest of Sokros.
Work with us.
Organisations that assess, inspect or certify: bring a problem. Engineers and specialists who find this work as interesting as we do: bring yourself.