Solutions

Predictive Modelling

Involves detecting and using complex patterns in data for better-informed decision-making. Applications range from weather forecasting, to image recognition, statistical arbitrage, and individualized pricing strategies

Optimization Models

Identify the most efficient solution within constraints like volumes, pricing, margins, discounts, satisfaction, churn, risk factors, etc.

Psychology & Decision-Making

Principles, theories, and models are applied to analyze how individuals make choices and the factors influencing those choices. 

AI Strategies

Guides the use of AI systems to explore and enhance performance and decision-making to achieve business objectives and key performance indicators (KPIs).

Tailored AI Solutions 

Customized AI models created and delivered to meet your strategic business needs and keep you competitive in a rapidly evolving market. Automated solutions are designed to empower volume, risk, churn, and pricing optimization. 

Use cases

This catalogue showcases a diverse array of our successful projects, detailing who we worked with, the tasks we accomplished, and the positive outcomes achieved for each client.

Banking

Bank, Mortgage Loans; Individualized mortgage pricing model upgrade; Higher portfolio margins, lower churn, increased satisfaction

Bank, Payments Division; Cross-selling of B2B CM and AM solutions; Increased volumes, Increased retention

Bank, Secured Loans; Risk-pricing model; Enhanced pricing , improved portfolio margins

Bank’s Asset Management; Third-party manager selection and simulation; More accurate selection process, optimized investment outcomes

Bank, Unsecured Loans; Model upgrade; Reduction of final losses

Commercial Bank, B2B Lending; Customized lending solutions; Stronger B2B relationships, increased loan uptake

Financial Institution, Hard-money Lending; Process automation and optimization; Faster loan processing, higher transaction volume, improved profit margins

Retail Credit Operation; Streamlined application process, reduced turnaround time, higher customer satisfaction

Retail Bank, Risk Management; Enhanced credit risk assessment; Lower default rates, enhanced loan approval process

Investment Bank, Trading Operations; Algorithmic trading system; Increased trading efficiency, higher profitability

Wealth Management Division; Client profiling for product distribution; More personalized service offerings, improved client engagement

Insurance

Insurance Company, Auto-Insurance; Pricing model support; More accurate risk assessment, higher profit margins

Insurance Company, Claims Processing; Automated claims analysis system upgrade; Faster claims processing, reduced fraud, improved customer satisfaction

Insurance Company; Refinement of pricing model; Improved margins

Asset Management

Hedge Fund, Index Trading Model; Stat arb model risk overlay; Higher alpha

Asset Management Firm; Data analytics for asset gathering and funnel optimization; Improved conversion rates, increased asset inflows

Asset Management, Sales Strategy; New sales and client acquisition model; Higher efficiency in targeting and converting new clients

Hedge Fund, Model Development; Model support system; Enhanced model accuracy, increased alpha generation

Hedge Fund, CTA; Risk overlay model support; Model performance improvement, higher alpha

Investment Manager, Hedge Funds; New model development; Higher alpha and improved investment performance

Best Practice 

Read more about The Power and the Challenges of AI and Advanced Analytics in Banking, common mistakes and best practice.