FinTech
Predictive analytics platform for a financial services firm
A machine-learning platform with custom models for market prediction, risk assessment and customer segmentation, powering faster and safer investment decisions.
- Client
- FinanceFlow Inc
- Industry
- FinTech
- Duration
- 8 months
- Team
- 12 engineers
The challenge
The firm needed to predict market trends and customer behaviour to make better investment decisions and reduce risk, drawing on data that had previously been siloed.
Our solution
We built a machine-learning platform with custom models for market prediction, risk assessment and customer segmentation, served through a well-governed API and monitored for drift in production.
Results
40%
improvement in prediction accuracy
50%
faster decision making
$2M+
in additional revenue
Technology
PythonPyTorchFastAPIVue.js
Services used
- AI DevelopmentWe build custom AI features that make it to production and stay reliable there. From LLM applications and RAG to model integration, evaluation and MLOps.
- Backend DevelopmentBackend systems designed for correctness, scale and the day-to-day reality of operating them in production.
- API DevelopmentAPIs designed as durable contracts, well-documented, versioned and secure, so consumers can build on them with confidence.
Ready to create your own success story?
Tell us what you're building. We'll bring senior engineers and a candid view of what it takes.