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MIGHTY EXCEL PRO

Practice pillar

AI & Risk Management.

Building intelligent models and risk frameworks that stand up to scrutiny.

Stronger risk management, regulatory compliance and data-driven decision-making, delivered through scalable, cloud-based solutions.

The 10 capabilities in this pillar are set out below. Each comes up in the work in its own right, and most engagements draw on several of them at once.

A consulting team working through analysis with a client

In this pillar

What we do here

AI & Machine Learning Solutions

Development and implementation of AI and machine learning models to support forecasting, risk assessment, decision-making and business intelligence.

Financial Risk Management

Design, implementation and enhancement of risk management frameworks aligned with regulatory and industry standards.

Financial Standards Implementation

Advisory and implementation support for financial reporting and regulatory standards, including assessment, methodology development, systems implementation and ongoing enhancement.

Quantitative Risk Modelling

Development, validation and deployment of quantitative models to measure and manage financial and business risks.

Model Development & Validation

Independent development, validation, performance assessment, benchmarking and monitoring of analytical and risk models.

Cloud-Based Model Development

Design and deployment of scalable modelling and analytics solutions using cloud technologies and modern data architectures.

AI Strategy & Transformation

AI readiness assessments, use-case identification, implementation roadmaps and integration of AI into business and risk functions.

Risk Analytics & Decision Support

Advanced analytics and dashboards that transform financial and operational data into actionable risk insights.

Model Risk Management & Governance

Establishment of model governance frameworks, model documentation, validation processes, monitoring and controls.

Data & Analytics Automation

Automation of risk, reporting, modelling and analytical processes to improve efficiency, consistency and scalability.

Who leads this work

The principals behind this pillar

Lebogang Ndlovu, data science and financial risk analytics principal at Mighty Excel Pro

Data science, AI & financial risk analytics

Lebogang Ndlovu

Data Science & Financial Risk Analytics Consultant

Lebogang Ndlovu is a Data Science Consultant and Financial Risk Analytics professional with over half a decade of experience in financial standards implementation, risk management, quantitative modelling and data-driven solutions. He leads Mighty Excel Pro’s AI and risk management work.

  • AI & Machine Learning
  • Financial Risk Management
  • Quantitative Modelling
  • Model Development & Validation
  • Financial Standards Implementation
Full profile — Lebogang Ndlovu

Talk to us about AI & Risk.

Most of this work starts with a single number somebody cannot explain. If you have one, we would like to hear it.

Book a consultation Email the principals

Find us

97 West Road, Avondale West, Harare