Expertise

Deep domains, not a wide brochure.

We do a few things at a high level: production AI, quantitative software, and regulated-finance risk. Here is where that depth comes from.

Domains

What we know deeply

A rare combination: modern AI engineering and the discipline of regulated capital markets.

Agentic AI in production

Multi-user AI assistants that read tools, act on data and stay controllable — designed, shipped and operated by us, not outsourced.

Derivatives pricing & risk

Exotic and optional products, IRS, swaps, inflation and FX. Pricing, deltas, stress scenarios and the practical management of a live book.

Regulatory frameworks

Hands-on with evolving compliance regimes — FRTB, IRRBB — and the modelling discipline they demand.

Quant & software engineering

Excel add-ins, web pricers, crawlers and data platforms. The full path from a model on paper to a tool a team uses daily.

Data engineering & analytics

Turning messy real-world data into queryable models — the same engine that powers NitroxBrain’s dataset tools.

Education & simulation

Interactive teaching platforms with performance debriefing — making complex instruments and AI tooling genuinely learnable.

Track record

Twenty-five years of shipping

A selection — from live trading desks to AI in production.

2026

SailingRouter

A sailing weather-routing web platform — real-time optimal-route computation, applying our data and modelling engineering to a live product.

2025–2026

NitroxBrain

Designed and shipped a production multi-user AI second brain across Google Chat, Slack and Microsoft Teams — approved on the Microsoft Teams Store.

2018–2023

FX option platforms & CRO work

Web-based FX option risk platforms (KO / KI instruments) and chief-risk-office engagements for institutional clients.

2001–2017

Pricing & risk systems

Excel pricing add-ins, wine-pricing analytics with web crawlers, and modelling for exotic and optional products across capital-markets desks.

Need this specific mix of skills?

AI engineering plus real risk judgement is uncommon. If that is what your problem needs, let us talk.