+27%
Basket value
Vektör Perakende2025
E-Commerce Recommendation System
A behaviour-driven personalisation engine with a real-time merchandising dashboard.
Finance
Financial Risk Analytics Platform
Real-time credit risk scoring and fraud detection powered by machine learning.
- Client
- Nova Finans
- Sector
- Finance
- Duration
- 6 months
- Year
- 2025
- 2 days → 4 s
- Decision time
- −67%
- Fraud losses
- 94.2%
- Model accuracy
Starting point
Credit applications were assessed manually, taking up to two days per decision. Fraud was only detected after transactions had already settled.
Our approach
- 1Consolidated eight years of application data into one warehouse with quality tests.
- 2Built a gradient-boosting scoring model together with an explainability layer.
- 3Implemented a real-time event streaming pipeline with anomaly detection.
- 4Added a loop that monitors model drift and triggers automatic retraining.
Similar work
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−58%
Urgent case wait time
Atlas Sağlık Grubu2024
Medical Imaging Triage System
A compliance-first imaging platform that prioritises the radiology work queue.
−22%
Fuel cost
Meridyen Lojistik2024
Fleet Route Optimisation Platform
A daily route planner that solves traffic, capacity and delivery windows together.
Let’s build the future together
Whatever your idea, we have the technology and the team to make it real. Let’s start with a free one-hour discovery call.