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MLNetworks

Company

Software for telecom and tower operations

We help operators on 4 continents turn network data into decisions.

The MLNetworks stand at MWC Barcelona 2025

Our mission

From scattered network data to decisions

MLNetworks was founded with one goal: turn fragmented network data into autonomous decisions that save operators money, reduce energy waste, and deploy in weeks, not years.

Our vision

Telecom operations across continents

Continuing our mission to deliver AI-powered network optimization and proven ROI for operators worldwide.

30%
CAPEX reduction

Average operational cost savings across deployed networks

-40%
Energy waste

Energy reduction

Weeks
To production

Weeks, not years to production

Leadership team

The team

A small team that has worked inside operators and vendors, building for the people who run networks.

Jawad Maaloum

Jawad Maaloum

Co-Founder & CEO

Jawad Maaloum is the Co-founder and CEO of MLNetworks. He has worked for over a decade in the telecom industry, holding roles across both global operators and major telecom vendors. Throughout his career, he faced firsthand the operational and technical challenges that telcos deal with daily, issues that MLNetworks is now solving. That real-world experience is what pushed him to start the company.

Jawad brings deep industry knowledge, sharp problem-solving skills, and strong leadership. He knows exactly what is broken in telecom operations and where AI can bring real value. This allows him to guide the team in building the right product, shaped directly by the realities of the field, not assumptions. His mix of technical understanding and strategic vision is key to how MLNetworks operates and grows.

LinkedIn
Khaoula Tanfioui

Khaoula Tanfioui

Co-Founder & CTO

Khaoula Tanfioui is the Co-founder and Chief Technology Officer of MLNetworks. She leads the entire technical strategy of the company, from system architecture and infrastructure to AI model design and deployment. Her work focuses on turning complex telecom and energy data into real-time, scalable, and actionable solutions used by operators across MENA and Africa.

With a strong background in AI and product development, Khaoula has built and delivered large-scale platforms in both the telecom and AI industries. Before MLNetworks, she founded Bots Factory, where she developed AI voice assistants and NLP systems for renowned enterprises. She combines deep technical skills with product thinking and execution, and plays a key role in driving innovation and delivery at MLNetworks.

LinkedIn

Our journey

From Casablanca to four continents

From Casablanca to customers on four continents.

  1. 2023

    Founded

    MLNetworks was founded in Casablanca with one specific focus: prove that AI could optimize the transport domain to reduce operational costs and deliver 30% network savings in weeks, not years.

    Starting with transport network optimization, we demonstrated immediate impact. Within the same year, we closed our first client in the EMEA region, validating our approach with real operator deployments and demonstrating tangible ROI from day one.

  2. 2024

    Scale and investment

    Secured strategic investment from Sanabil 500 MENA and 500 Global, enabling rapid expansion across the EMEA region.

    Expanded operations into Saudi Arabia (KSA), establishing strong regional presence and building partnerships with major operators in the Gulf region.

    Sanabil 500 investment logo
  3. 2025

    Recognition and growth

    Expanded into Belgium, establishing European presence and partnerships across the continent.

    Won DTW Ignite's "Outstanding Catalyst - Rising Star Award" for innovation linking network quality to customer experience.

    DTW Ignite award ceremony

Backed by

Our investors

MLNetworks is backed by strategic investors in telecom and technology. Their support has helped us scale from Casablanca across the EMEA region to 4 continents.

  • Sanabil 500 MENA
  • 500 Global
  • Plug and Play
  • Google for Startups
  • Misk

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