Margot Duek overcame adversity to become a leading AI innovator and entrepreneur in Latin America.
When Margot Duek enrolled at Tecnológico de Monterrey, few believed she would make it to graduation. With a high school background that left her behind in technical basics, Margot walked into a classroom full of students who were ahead of her. Her professors were not optimistic, and many of her peers doubted her ability to succeed. However, Margot defied the odds and went on to become a prominent figure in AI, challenging expectations and establishing herself as a strong voice in the tech industry across Latin America.
Margot’s journey from an underdog to a significant figure in the world of AI is a testament to her perseverance and determination. She didn’t just prove her doubters wrong—she transformed her early struggles into the foundation for her future success. Today, as the founder of Al Chile Media and TRiAGE Business Health, Margot is helping businesses navigate AI adoption and technology integration across Latin America.
Overcoming Early Challenges and Building Resilience
When Margot entered university, she was unprepared for the academic rigor. Aware that she would need to put in extra effort to catch up, she approached the challenge with determination. Many believed she would drop out, but Margot used their doubts as fuel to push forward. By the time she graduated, she had not only completed her coursework but had also overcome social barriers and academic hurdles. Of the 30 students in her class, only six graduated, and Margot was one of them. Her persistence was an early indication of her resilience and drive.
From Humble Beginnings to Global Career
Margot’s career didn’t start in an ideal environment, but her commitment to hard work laid the foundation for her success. Growing up, Margot worked alongside her grandfather at the market, learning the value of perseverance. As she progressed through university, she balanced her studies with multiple jobs to support herself.
Despite her early challenges, Margot soon found herself contributing to high-profile companies, gaining hands-on experience in the technology sector. She started with Twist Bioscience, a company specializing in synthetic biology, and continued her career with notable roles at PayPal and Google. Her leadership in Google Developer Groups in Mexico provided her with invaluable exposure to cutting-edge technologies and innovation long before AI became a central focus in the tech industry.
A Shift Toward Entrepreneurship and Vision
After years of working with some of the biggest names in tech, Margot decided to take a step back. She took time off to travel across Europe, cycling through the continent to reflect and recharge. This break became a turning point for Margot, as it allowed her to realign her professional vision.
Upon returning to Mexico, Margot’s entrepreneurial journey began. She found herself helping others in the tech industry, offering strategic advice and building teams. In 2019, this led to the founding of Al Chile Media, a digital agency that has since completed over 300 projects in Mexico and the United States. With certifications from companies like Shopify and Google, Al Chile Media has grown significantly, proving Margot’s capacity to lead and innovate.
Identifying a Gap in the Market: TRiAGE Business Health
As Margot worked with various businesses, she noticed a recurring issue: many companies struggled with technology adoption, particularly AI. Although they recognized the need to modernize, they lacked clear guidance on how to begin. Many agencies sold tools without properly assessing the needs of these businesses, which led to frustration and inefficiency.
With her deep understanding of AI and technology, Margot founded TRiAGE Business Health to address this gap. Drawing from the medical triage model, where patients are prioritized based on the severity of their issues, TRiAGE conducts thorough diagnostics before recommending solutions. This ensures that businesses receive tailored, relevant AI solutions that directly address their specific needs.
TRiAGE’s approach involves interviewing key stakeholders, mapping out processes, and creating a “Blueprint” to guide businesses through their technological challenges. This method ensures that companies are not simply sold generic AI tools but are equipped with solutions that will have a measurable impact on their operations.
Real-World Impact and Results
TRiAGE’s unique approach has delivered impressive results for clients across various industries, including real estate, manufacturing, and financial services. One example is a financial services client that struggled with slow processes. Through TRiAGE’s intervention, the company discovered that the core issue wasn’t productivity but rather inefficient documentation and follow-up. TRiAGE implemented an AI-driven solution that reduced what once took hours down to minutes.
In another case, a manufacturing company dealing with audits benefited from an automated system developed by TRiAGE. Employees were able to describe processes verbally, and the system automatically generated reports, flowcharts, and compliance documentation, streamlining the auditing process and ensuring greater efficiency.
These examples highlight the pragmatic, customized solutions that TRiAGE offers, emphasizing real value over generic technology deployment.

What’s Next for Margot Duek?
Today, Margot is leading two successful companies and continues to be an influential voice in AI strategy across Latin America. She frequently speaks at major industry events, helping small and medium-sized businesses understand how AI can be applied effectively. Additionally, she created MejorAEO, the first Spanish-language platform for Answer Engine Optimization, helping businesses optimize their online presence in AI-powered search engines like ChatGPT and Gemini.
Margot’s story of perseverance, innovation, and leadership has made her a trailblazer in the tech industry, proving that resilience and hard work can turn the most unlikely beginnings into extraordinary achievements. For those who find themselves doubted or underestimated, Margot’s advice is simple:
“Keep going. The people betting against you are going to need your help someday.”
Margot Duek Kalach is the founder of Al Chile Media and TRiAGE Business Health.
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