Financial intelligence · Strategic clarity

Turning financial complexity into strategic clarity

YFES Analytics works at the intersection of business intelligence, credit risk management and data-driven strategy, helping SACCOs, MSMEs and institutions across Kenya make better financial decisions.

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How we work

SACCOs MSMEs Banks and microfinance Credit and risk teams

3
Disciplines under one roof: business intelligence, credit risk management and data-driven strategy.
2
Sides of every credit decision, the institution assessing and the borrower being assessed.
24h
Every enquiry reviewed and answered, with the next step confirmed.

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The borrower the numbers missed

Sometimes the customer turned away for lacking a financial statement or a credit history becomes another SACCO’s strongest borrower, simply because that SACCO chose to look beyond traditional data.

At the same time, a seemingly reliable borrower may be cycling through multiple loans using the same financial profile, a key early indicator of default.

A SACCO that fully leverages its data does more than reduce non-performing loans. It builds deeper trust with customers and unlocks the true value within its portfolio.

Methodology

Three disciplines, one integrated approach

We are specialists rather than generalists. Each discipline stands on its own, and the value is in how they combine.

01

Business intelligence

We build frameworks that transform raw financial data into structured, actionable insight, moving organisations from reporting to genuine understanding.

02

Credit risk management

We interpret credit scoring systems and bridge the gap between how borrowers behave and how institutions assess that behaviour.

03

Data-driven strategy

We apply research and data analysis to generate predictive insight, helping clients anticipate outcomes and build long-term financial resilience.

Who we serve

Built for both sides of the credit relationship

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01

MSMEs

Growing businesses that need to understand their credit position and engage with lenders from a position of knowledge.

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02

Financial institutions

SACCOs, banks and lenders strengthening risk assessment frameworks and building internal credit capacity.

Three colleagues reviewing work together at an office desk

03

Organisations

Entities investing in stronger financial decision-making and risk management capability across their operations.

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04

Professional teams

Finance, credit and risk professionals seeking practical understanding of how credit systems actually operate.

Our approach

Every engagement runs through the same three layers

We do not apply templated solutions. We examine what exists, identify what is missing or misaligned, and build toward what is needed.

Layer one
Behaviour

How does financial activity, spending patterns, repayment history and cash flow management form a credit profile? We examine the full picture, not just the headline numbers.
Layer two
Assessment

How do institutions evaluate that profile? Which scoring systems and risk frameworks shape the assessment, and where do gaps open between actual risk and perceived risk?
Layer three
Outcome

What is the pathway from the current position to an improved one? Which changes in behaviour, structure or framework create the most meaningful shift? This is where analysis becomes strategy.