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A groundbreaking book titled “Powering the S&OP Process with AI, ML, IoT & Industrie 4.0 &
5.0 in Kenya’s Make-to-Stock Industries” will soon be published by supply chain expert Armand
ETOUNDI, with a preface from leading scholars and practitioners at KISM, University of Nairobi
and Strathmore University.


The book provides a transformative blueprint for modernizing Kenya’s Sales and Operations
Planning (S&OP) systems by integrating Artificial Intelligence (AI), Machine Learning (ML),
Internet of Things (IoT), Lean Manufacturing, and Industrie 4.0 & 5.0. It positions these
technologies as critical enablers of Vision 2030, the Sustainable Development Goals, and
Kenya’s broader industrialization agenda.


Why it matters now
Kenya’s manufacturing sector which is dominated by SMEs faces challenges such as fragmented
data, volatile demand, underutilized capacity, and high youth unemployment. The book argues
that traditional S&OP methods can no longer keep pace, especially given climate volatility, energy
instability, and weak forecasting cycles.


By applying AI and IoT-enabled tools such as predictive maintenance, demand forecasting, and
human-machine collaboration, the book demonstrates how Kenyan industries can leapfrog into
data-driven, human-centered planning ecosystems.


Sectoral impact
The book highlights key Make-to-Stock sectors (including agro-processing, textiles and apparel,
beverages, pharmaceuticals, cement and materials, and retail and wholesale) by showing how
AI-powered S&OP can boost forecast accuracy, reduce waste, improve supply chain agility,
and significantly expand export potential.


National outlook
If widely adopted, the proposed reforms could generate broad-based economic growth, create
new skilled jobs, and open new opportunities for export revenues.


A call to action

This isn’t just a technical upgrade. It’s a strategic, inclusive, and transformative leap toward an
industrial economy powered by AI, informed by data, and driven by people.
The book calls on government ministries, corporates, SMEs, academia, investors, and
development partners to align policy, technology, and talent to make Kenya a leader in Africa’s
S&OP revolution.

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