AI put to work on the processes that carry real cost and real risk — built to a level of autonomy the controls can actually support, with a named person accountable at every gate.
They fail on the distance between what the system was allowed to do and what anybody had built the controls to survive. That distance is measurable, and it is the thing we manage.
A system reaches the rung where it acts on its own months before anybody writes the limits, the log or the stop. Nothing goes wrong until it does, all at once.
There is an approval step, and there is nobody whose job it is to decline. An approval that cannot be refused is a button.
The model is scrutinised for months. The extract it is standing on has not been reconciled since it was built, and nobody is looking at it.
Autonomy is not a switch. It is a ladder, and every rung has a named control that has to exist before you stand on it. Choose a rung.
Five levels of autonomy. Each one is a different system with different consequences, and each one has a control that has to exist before you stand on it.
Most programmes fail because a system was placed on rung four while the controls of rung two were still being written. Applied AI & Data exists to keep those two things in step.
Three engagements, sold independently and architected as one. Start with the question you can name.
Three moves. Two of them are ours, and the one in the middle is deliberately somebody else’s.
Design, integration and operation of the system, with a named human accountable at every gate that matters. This is delivery work and we do not pretend otherwise.
The assurance opinion on anything we built is not written by the team that built it, and where you need it to carry weight externally, not by Orvix at all. A firm that audits its own delivery is offering you a marketing document.
We fix what the independent review says is wrong, and the fix is re-examined by the same reviewer rather than signed off by us.
Every engagement in this pillar is scoped, fixed-fee and finishes with something you can put in front of somebody else.
Thirty minutes. Tell us what the system is allowed to do without asking, and we will tell you which controls that rung requires.
Book a 30-minute scoping callORVIX · INDEPENDENT AI & TECHNOLOGY ASSURANCE · WE DISCLOSE EVERY COMMERCIAL RELATIONSHIP ON THE PAGE FOR THE SERVICE IT BELONGS TO. WHERE LICENSING IS REQUIRED, DELIVERY IS PERFORMED BY NAMED PARTNERS UNDER THEIR OWN LICENCE.