AI MultiMassiveMultiMassivePlatformModelingAIPlatformModeling
ACCOMPLISH EFFICIENT
Solution to conduct a digital strategy for more effective service
STRATEGY
ABACUS is a massive scale Machine Learning Automation Platform(AutoML) specialized in core value chains in Finance. It is a core AI ‘Logic Chip’ that integrates and converts cross industry data into value adding ‘credit’ information in Finance.
DIGITAL
With ABACUS, anyone even without coding skills can easily build and deploy AI models on your own, and leverage data driven insights for better decisions.
ABACUS Awards Korea’s Ministry of Financial Services Commission(FSC) Award(Grand Prize Tech) Hong Kong Fintech Week 2018 Demo 1st Place 02
AI Massive Multi Modeling PlatformABACUS PlatformMultiMassiveAImodelinginFinance E CreditcommerceCardEconomySharingPlatformTelecom Gartner Cool Vendor in AI for Fintech Korea’s Ministry of Science, ICT and Future Planning Award Designated by Korea’s Financial Services Commission(FSC) to underwrite loans on behalf of Woori Bank InsuranceBank 03
• Provide Deep Learning algorithms
• Provide binarize and data grouping functions
ABACUS automates complex machine Learning modeling process that even non AI experts with no coding skills can build and control models, with just a few clicks.
Feature Engineering
Simplified Operation
• Various tasks for creating derivative variables from number / datetime / text data
• Ensemble algorithms for better performance
Instant Data Analysis
• Direct Upload or connect with DB
• Prepare, integrate and analyze massive data at high speed
• Recommend pre processing method for each column
• Support Machine Learning model for Classification / Regression / Clustering / Recommendation
Start building your own and drive AI innovation at scale with ABACUS.
• Various segmentation techniques such as filtering / sorting
• Manage models and modeling history systematically with workspaces and projects
04
Core Functions
ABACUS
• Provide intuitive and analytics modules
• Data Pre processing
• Monitor and update massive models in real time and derive optimal decisionmakings
Cutting edge ML Algorithms
‘AI Chip’ ABACUS SPECIFICATIONS
• Monitor model performance shift in real time
• Activate or deactivate the service as necessary
• Human interpretable models to explain resulting insights for each AI grade
• Easy UI / UX designed for non experts
• Update with the champion model via appropriate legacy process
Model Insight Reporting
• Human interpretable models to better understand AI with greater transparency
• Choose between On premise or Cloud based on your needs
Intuitive Modeling
Model Lifecycle Management Explainable AI(XAI)
• Provide explanatory module for each record in model deployment
• Provide model performance reports and charts
AI Massive Multi Modeling PlatformABACUS 05
Flexible Deployment
• Provide Champion / Challenger system with detailed parameter tuning performances for each algorithm
Financial Services
Financial institutions can easily apply our domain specific business applications across key value chain, from new customer acquisition, dynamic credit scoring, underwriting, up/cross sell marketing to automated risk management and real time fraud detection, etc.
ABACUS
VALUE CHAIN
In-memorySourceDataMart
Effectively combine cross industry data with ABACUS, and build, monitor and update thousands of machine learning models at your fingertips. We ensure seamless integration with any system using REST API.
Data
MarketingTargetDetectionFraud ManagementRiskUnderwriting AcquisitionCustomerRatingCredit 06
Maximize operational efficiencies and bring out business value faster with ABACUS with potentially new revenue opportunities.
PlatformABACUS 07
We are using ABACUS to build Deep Learning based fraud detection system to detect emerging fraud trends and prevent fraudulent transaction in real time. ABACUS process 15,000 transaction data per minute and response within 200ms per transaction.
D Credit Card
F Life Insurance
ABACUS allows us to move from data to model deployment in less time, and easily apply the optimal model in business, from fraud detection to target marketing(up/ cross sell) and orphan customer matching, etc. Modeling
With automated model building, we can dynamically build, monitor and update multiple models(for each product/coverage) in parallel and at scale with just a few clicks.
C Telecom
ABACUS is used as an alternative module for SME underwriting which enables to customize interest rates and credit limits . It also provides human interpretable models that allow us to understand the logical reasons behind each prediction.
We have derived AI Credit Potential Score by converting telecom data into ‘credit’ data in Finance, which helped us further measure individual’s potential ability to pay.
E P&C Insurance
A bank
ABACUS Customer Reviews
Partner
ABACUS is operating on U$10B personal loan asset in real time. We can differentiate our product strategies based on account level prediction of delinquency and prepayment, with instant insights into each customer’s behaviors.
AI Massive Multi
B bank
www.aizenglobal.com
Micropage : abacus.studio / Email : contact@aizen.co