Industry

Safeguarding

Triage and escalation under the Online Safety Act

The constraint

UK Online Safety Act · EU DSA · children’s data

A safeguarding system tuned to catch everything catches far too much. A school receiving hundreds of flagged incidents a day does not have a detection problem, it has a triage problem, and alert fatigue eventually produces the exact failure the system was built to prevent. Under the Online Safety Act that failure is now a regulatory event as well as a human one, which makes the audit trail matter as much as the detection.

What applies here

AI Engineering

Building AI systems and getting them into production, inside the constraints the environment imposes.

87% forecast precision on consumer transactions

AI Assurance

We test AI systems the way a security team tests infrastructure: adversarially, with documented evidence at the end.

Coverage boundary reported on every deliverable

Where it starts

Most work in safeguarding begins one of two ways.

01Understand it

Discovery

Consultancy & diagnostics

Consultancy. We work with your teams to understand the data you hold, the processes running on top of it and where optimisation is genuinely available, then say plainly what is worth building and what is not.

02Build it

Foundry

Engineering & delivery

Building. A senior-led team takes a decision, yours or one that came out of Discovery, through architecture, delivery and release, then stays with the system as load, scope and the business around it grow.