Sectors
We focus on sectors where an AI failure has real consequences. The method stays the same; what we prioritise depends on what the system can reach.
Where we focus
For each sector: where AI typically shows up, and the risks we look at first. Risk codes refer to the OWASP Top 10 for LLM Applications 2026.
Where AI shows up
Citizen-facing assistants, document and case processing, internal knowledge search, and decision support.
What we look at first
Some government and critical-infrastructure testing in the UAE requires specific accreditation. We will tell you at scoping whether an engagement is one we can take on.
Where AI shows up
Customer service agents, analyst copilots over internal research, document review, and fraud and compliance workflows.
What we look at first
Where AI shows up
Maintenance and engineering copilots, operational knowledge search, and reporting automation near operational technology.
What we look at first
Where AI shows up
Clinical documentation assistants, patient communication, triage support, and research search over sensitive records.
What we look at first
Where AI shows up
AI features inside products, coding agents, support automation, and AI vendors preparing for enterprise customers.
What we look at first
Where AI shows up
Logistics, aviation, telecoms and other sectors where an AI failure has operational, safety or regulatory consequences.
What we look at first
Next step
Tell us what your AI system does and what it can reach. We will tell you which risks matter most, and whether we can help.
A scoping conversation first. Nothing starts until scope and limits are agreed in writing.
