Overview

Ensuring SME lending is a win-win for all parties

Even before the impact of the global pandemic, financial institutions and lenders were being asked to help bridge an estimated US$3.4 trillion SME funding gap in unmet trade finance, with demand for financing of small businesses rapidly becoming an acute challenge.

It’s a mind-boggling number largely driven by demand for unfilled or rejected loan, mortgage, and trade finance applications tabled by small businesses and SMEs in emerging markets. The UN in particular was aware of the challenge. Prior to the pandemic, SME lending was estimated to equate to up to 10% of global merchandise trade.

But now that figure is likely to be far higher. As a result, banks and lenders are acutely reliant on access to the very best data, automation, and technology to perform proper credit risk analysis and help bridge the gap for SMEs, sole traders, and small businesses.

Among the most promising routes is transactional analytics for SME lending.

Loan origination rejection rates have always been higher among micro-businesses, and small and medium-sized enterprise borrowers, due to the increased costs of serving customers, high-risk financial profiles, and a lack of traditional data to enable accurate loan assessment. As a result, there’s a potential to over-compensate when it comes to credit risk management.

But with access to the broadest datasets available, investment in the right technology, and application of AI and automation, SME lending can be a win-win for financial institutions and small businesses.

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Overview

FICO® Platform is a springboard for greater SME lending and improved financial returns

Banks and lenders across the globe are already opting for FICO® Platform to develop and deploy the powerful, transaction-based, machine learning predictive models to power their SME lending initiatives. The models are also directly helping drive SME originations by reducing the time to yes for new customers.

FICO Platform’s agile, cloud-hosted technology is providing transaction profiling capabilities to enable real-time lending decisions based on sizeable volumes of data. It also continually drives the development of microscoring services, which analyze transaction data from Open Banking APIs to assess new-to-bank customers.

Thanks to well-informed real-time insights, a comprehensive 360-degree view, and FICO know-how, SME lending is now a win-win for lenders and small businesses.

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Why FICO?

With more than 60 years’ innovation and pioneering work in predictive analytics, machine learning, and artificial intelligence, FICO Platform provides a complete, end-to-end set of composable capabilities that empower you to uniquely address a vast spectrum of use cases — right across the customer lifecycle.

It’s the unique combination of Data, Insights, Actions, and Outcomes that delivers a differentiated approach to AI decisioning — at speed and at scale. It enables you to achieve a competitive advantage you would typically only experience with a fully custom approach — where your unique know-how and intelligence are kept secret — while lowering your costs and speeding up the time to market.

Case study

ANZ Australia

ANZ Introduces Daily Transaction Scoring from FICO to Improve Credit Risk Decisions for 7M Customers
Read more
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"FICO® Platform was the best solution found on the market when Bradesco began its digital transformation. This made it possible for Bradesco to continue this journey of transforming the lives of people and companies."

Alessandro Zampieri, Director of Mass Credit for Individuals and Businesses

Capabilities

FICO solutions offer a wide range of capabilities, empowering you to make smarter, personalized decisions, streamline operations, and improve the customer experience.

Applied Analytics & ML

Deploy fully interpretable, real-time analytics and ML and leverage the very best AI models in the market today.

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Intelligent Decisions

Model decisions with open standards, automate with business rules, and support human-in-the-loop AI.

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Digital Twins & Simulation

Unlock a distinct competitive advantage with an enterprise scenario management ecosystem.

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Data Connection & Ingestion

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Business Composability

Expertly compose business services that choreograph complex workflows to deliver results at scale.

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Always-On Features & Profiling

Enrich, manage, share data features, and build real-time customer understanding with transactional profiling.

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Enterprise Optimization

Unleash the power of mathematical optimization — find solutions to your most complex business problems using high-performance solvers that maximize your desired outcomes.

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High-Performance Dataflow

Put data in motion with real-time, batch, and streaming to power world class decisions.

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Related solutions

Learn how FICO solutions can empower you to make smarter, personalized decisions, streamline operations, and improve the customer experience.

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Card Fraud

Deliver superior fraud protection experiences and prevent debit and credit card fraud before it happens.

ARM

ARM enables faster time to “yes” by approving loan applicants quicker, driving increased profitability, streamlining your operations, and reducing regulatory risk.

Customer Acquisition

Outshine the competition and reach new heights. Predictive analytics and enhanced customer onboarding give you the power to achieve portfolio growth while staying within resource constraints.

Customer Management

Your customers’ needs can shift in an instant. Monitor changes and develop real-time 360-degree customer views of account performance with FICO’s advanced customer management technology.

Enterprise Fraud Innovations

More than 30 years of continuous, proven fraud-fighting innovation, powered by artificial intelligence and machine learning.

Offer Personalization

One size doesn't fit all. Deliver the right offers, when and where it matters.

Onboarding

Is friction interfering with your seamless onboarding experience and hampering your new customer growth?

Optimization

Unleash the power of mathematical optimization — use high-performance solvers to model business problems and calculate the best possible decision to maximize your desired outcomes.

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