AI and agent systems for finance — designed, deployed, governed.
Most "AI in finance" stops at the demo. We focus on what comes after: putting agents into production safely, governing what they do, and proving they work over time.
Cognostrix is a boutique consultancy led by a practitioner who has built and run autonomous financial systems in production — not just advised on them. We work with a small number of clients at a time, hands-on.
Where we help
LLM & agent systems for finance
Design, deployment, and governance of LLM/agent systems for research, forecasting, and decision support. Architecture, guardrails, evaluation, audit trails, and the operational discipline financial decisions demand.
Enterprise AI strategy & delivery
Pragmatic AI strategy for organisations moving from experiments to production: use-case selection, build-vs-buy, data and model governance, and delivery roadmaps that survive contact with reality.
Technical programme management
Senior delivery leadership for complex, data-intensive builds — quant platforms, ML pipelines, cloud infrastructure — bringing tier-1 financial-services engineering rigour to the programme.
Small, senior, evidence-led
Small and senior
You work directly with the principal, not a layered team.
Evidence over slideware
We've shipped this — we bring working patterns, not theory.
Governance-first
Auditability, controls, and risk are designed in, not bolted on.
Remote-first
Based in Sweden, working internationally.
Have a build or a decision in mind?
Tell us the problem. We'll tell you honestly whether and how we can help.