Product delivery teams
Product managers, business analysts, designers and forward-deployed AI engineers who have taken digital banks, exchanges, wallets and card programmes from discovery to licence to launch.

Product teams, private AI and AI-driven security testing for banks, exchanges and fintechs. Offices in the UAE, UK and Saudi Arabia.
Our team has led product delivery at
build, advise and defend
Ship the product, bring AI inside your walls, then attack it the way modern adversaries do.
Product managers, business analysts, designers and forward-deployed AI engineers who have taken digital banks, exchanges, wallets and card programmes from discovery to licence to launch.

Our forward-deployed engineers embed inside your team, work in your systems and security constraints, and turn AI pilots into production software you own.
Run frontier-class open-weight models such as GLM, DeepSeek and Qwen on your own NVIDIA servers. Your prompts, code and customer data never leave your network, and there is no per-token bill to a third party.

Revolut moved around 2,000 engineers onto a self-hosted open-weight model running on its own NVIDIA GPUs and reported cutting AI coding costs by about 90%. We help you do the same at your scale.
Open-weight models sized to your hardware, on-prem or in a private in-region cloud.
Fine-tuning and retrieval over your policies, code and docs, with access controls intact.
Audit trails, data residency and a fixed infrastructure cost instead of an open-ended API bill.
We point LLM-driven agents, tuned for offensive security, at your apps, APIs and infrastructure to push your systems past their limits. Our white-hat team verifies every finding and helps you fix it before an AI-assisted attacker gets there.

Projects
Clients across the Middle East, Europe, Africa and the USA. Projects and figures from engagements our team led.
How we engage
A short workshop to map goals, constraints and regulatory context.
A fixed proposal: team, timeline, deliverables, and test boundaries for security work.
Embedded people in your tools and rituals, reporting to your leadership.
Documentation, runbooks and coaching, so your team owns the result.
FAQs
Banks, exchanges, wallets, payment companies and fintechs, from pre-licence startups to established institutions, across the Middle East, Europe, Africa and the USA.
Yes. We place individual product managers, analysts, designers or engineers, or assemble a full squad around a launch.
Models that run on infrastructure you control, so prompts and documents never go to a third-party API. We help choose the model, size the hardware, connect it to your documents and set the governance.
Every test runs under written authorisation, an agreed scope and a schedule. Where needed we test staging first, and a human verifies every finding before it reaches your report.
Yes: scope, rules of engagement, reward tiers, triage and remediation tracking, either on a platform or as a private programme.
Contact
We reply within one working day.
Offices
UAE · United Kingdom · Saudi ArabiaClients across
Middle East · Europe · Africa · USA