From idea to production,
end-to-end.
MonieOcean isn't just a product. It's an engineering team. We build software the same way we built our own: models and algorithms validated against real data before they ship, real engineering discipline throughout, and we stick around after launch.
Three ways we can help
Full-stack engineering
Product design, backend, frontend, and deployment: one team that owns the whole stack, not a hand-off between specialists.
Research & development
Software engineers and computer-science researchers, not just developers: AI/ML, quant modeling, algorithm design, data quality, and QA, proven on MonieOcean's own engines and not limited to finance.
Ongoing support
We don't ship and disappear. Monitoring, iteration, and a real point of contact after launch, for as long as you need us.
A straightforward process
Discover
We learn the problem, the constraints, and what "done" actually looks like.
Research & design
Where the problem needs it, we prototype and validate before committing to an approach.
Build
Real engineering discipline, the same standard we hold our own product to.
Ship & support
Deployed, monitored, and maintained. We stay involved after launch.
Built by the team behind MonieOcean
Everything on this site runs on research we did ourselves, not a licensed model bolted on. We built and empirically replaced a full security-ranking model, proved an allocation algorithm optimal for a non-convex portfolio objective, taught a statistical model to recognize market regimes with labels that hold up across thousands of securities, and built automated screens that catch data-quality faults a human analyst would otherwise have to find by hand. When a model doesn't clear its own bar (and one didn't), we say so instead of shipping it anyway.
Have a project in mind?
Tell us what you're building. We'll tell you honestly whether we're the right fit.