United StatesFinance and insurance2022 – ongoingFirst Tech Federal Credit Union
Cross-channel fraud detection with Featurespace
Featurespace reported 84% less money lost to fraud at First Tech between 2022 and 2024
Problem
First Tech's fraud alerts were fragmented across systems. Investigators struggled to connect activity to a complete member history.
Approach
First Tech deployed Featurespace in 2022 and introduced adaptive rules. It subsequently added machine learning that built behavioral profiles for individual members. The platform supported monitoring across payment channels.
Results
Takeaway
The implementation combined adaptive rules with behavioral machine learning. The reported loss reduction covered the platform deployment rather than an isolated model change.
Categories
- Industry
- Finance and insurance
- Business function
- Finance, risk and legal
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Vendor solution
- Evidence
- Vendor case study
Sources
Source summaries
Featurespace described First Tech's deployment and subsequent use of behavioral machine learning. It reported 84% lower fraud losses during 2022–2024 and 35% fewer alerts.
Full details are in the original sources.