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Found 110 verified outcomes
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Banking verified Verified

AI for High-Volume Recruitment

The bank received thousands of applications for entry-level wealth management roles. Recruiters spent the majority of their time on low-value tasks like screening resumes and scheduling interviews, creating a bottleneck that slowed down hiring and…

domain Impress.ai public Global
Key Outcome 40 hours of recruiter time saved per month Primary Impact View Case
Banking verified Verified

Synthetic Data for Fraud Model Training

Training AI models requires vast amounts of data, but using real customer financial data involves strict privacy controls (GDPR/CCPA) and security risks. Masking or anonymizing data often destroys the subtle patterns needed for effective fraud…

domain Internal / Gretel.ai public Global
Key Outcome Faster model training timeline Primary Impact View Case
Banking verified Verified

Super App Platform Architecture

Digital banking apps often suffer from low daily active usage compared to social media or messaging apps. The bank needed to increase engagement frequency and cross-sell opportunities without spending heavily on customer acquisition for each…

domain AWS public Global
Key Outcome Growth in non-financial GMV Primary Impact View Case
Banking verified Verified

Biometric Payment Cards

Contactless payment limits (e.g., €50) forced customers to insert their card and enter a PIN for larger purchases, creating friction. Additionally, customers were concerned about the security of contactless cards if lost or stolen.

domain Thales / Fingerprint Cards public Global
Key Outcome Thousands of cards issued Primary Impact View Case
Banking verified Verified

Institutional Trading Platform API

Institutional clients increasingly wanted direct access to sophisticated risk analytics and pricing models rather than relying solely on phone or chat-based execution with sales traders. The bank risked being disintermediated by fintech platforms that offered…

domain Internal public Global
Key Outcome Thousands of monthly active users Primary Impact View Case
Banking verified Verified

Mainframe Offload to Open Source

The cost of processing millions of credit card transactions on proprietary mainframe hardware was rising annually due to licensing fees and hardware lock-in. The rigid mainframe environment also slowed down the deployment of new software…

domain Red Hat / Internal public Global
Key Outcome Significant reduction in hardware TCO Primary Impact View Case
Banking verified Verified

Front-to-Back Investment Platform Integration

Institutional asset managers struggled with fragmented systems for trading, risk, and settlement. Data had to be manually reconciled between the front office (execution) and the back office (custody), leading to operational errors, latency, and high…

domain Charles River / Internal public Global
Key Outcome Growth in platform clients Primary Impact View Case
Banking verified Verified

Global Data Mesh Architecture

As a global bank, centralized data lakes became bottlenecks. Business units had to wait for central IT teams to ingest and clean data, leading to delays in analytics. Furthermore, data quality was often poor because…

domain Internal / Open Source public Global
Key Outcome Increase in reusable data products Primary Impact View Case
Banking verified Verified

Standalone Digital Business Bank

The bank was losing market share in the micro-business and gig-economy segment to agile fintech challengers. Its traditional business banking onboarding was slow, paper-based, and unsuited for freelancers who needed instant account opening and integrated…

domain AWS / 10x (Initially) public Global
Key Outcome Growth in micro-business accounts Primary Impact View Case
Banking verified Verified

AI for Settlement Fail Prediction

A small percentage of securities trades fail to settle on time due to data errors or inventory shortages. These failures result in regulatory penalties, interest claims, and operational rework. Historically, operations teams only reacted after…

domain Internal / AI public Global
Key Outcome High prediction accuracy Primary Impact View Case
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