Ludmila Milla is the CEO and Co-founder at UJJI AI, an Oxford-based artificial intelligence learning platform transforming how scale-up companies train their teams. As a serial entrepreneur, ultra-marathon runner, and mother navigating the complexities of startup life, Ludmila brings a distinctive combination of architectural thinking, entrepreneurial resilience, and AI-powered innovation to the challenge of organizational knowledge transfer.
Background
Ludmila began her career at Whirlpool Corporation in São Paulo as an analyst, where she gained early exposure to large-scale operations and corporate systems during a formative period from 2004 to 2006. She then joined Método Potencial Engenharia, a major Brazilian construction company, initially as an architect in 2006. During her time there, she built her first system using Microsoft Access to manage workloads, which evolved into a comprehensive tool for managing entire construction sites. This early technical curiosity led her to participate in the company’s first Oracle ERP implementation, marking the beginning of her technology journey rooted in practical problem-solving.
Ludmila’s responsibilities expanded significantly when she became PMO Manager in 2008, overseeing project management across construction sites nationwide. She designed and implemented a collaborative platform using Microsoft SharePoint as a management business intelligence tool and coordinated PMP certification preparatory training courses for the organization. In 2010, the company’s founder invited her to lead human resources despite her architecture background, recognizing her deep knowledge of the organization and her passion for solving complex problems. As Organisational Development Manager from 2010 to 2012, she designed and implemented a two-year change management program that drove a significant culture and performance shift across 600 employees spread throughout Brazil. The company achieved 50 percent above expected EBITDA during the program implementation year, validating her approach to organizational transformation.
In 2012, Ludmila took her first entrepreneurial leap by co-founding quattroD, a technology company specializing in Building Information Modeling for Brazil’s construction industry. At a time when Latin American construction companies were only beginning to experiment with sophisticated digital 3D modeling, quattroD provided implementation services, training, and technical expertise to help the largest construction companies in Brazil adopt BIM methodologies. The company started as a service-based business, growing the team with each project sold, which taught Ludmila critical lessons about scaling challenges, cash flow management, and the complexities of balancing fixed costs with fluctuating project revenues. Over nearly six years, she built strategic partnerships with major clients and navigated the demanding cycles of large-scale contracts. In 2018, she sold her shares in the company, which continues to operate successfully today.
Alongside quattroD, Ludmila co-founded Método Santé, a coaching company, in 2013. Driven by her passion for helping people transform their careers and develop professionally, she developed standards for the applied methodology, implemented financial controls, and recruited and trained a team of coaches to scale the business. The company adopted a franchising model to expand the methodology across Brazil. After running two businesses in parallel, economic turmoil in Brazil forced Ludmila to choose, and she sold her shares in Método Santé in 2015, though the company continues to thrive.
Core Expertise
Ludmila specializes in AI-powered organizational learning, knowledge management, and scaling high-growth technology companies through periods of uncertainty and transformation. She is known for a pragmatic, resilient approach to entrepreneurship that prioritizes sustainable growth, team alignment, and iterative product development over premature scaling. Her methodology emphasizes extracting knowledge from within organizations rather than imposing generic solutions, enabling companies to train teams on their specific ways of working through gamified, micro-learning experiences.
Her expertise spans fundraising strategy for non-technical founders, building technical products without a coding background, navigating complex founder dynamics, and managing the realities of startup life as a parent. She brings a distinctive ability to translate business problems into technical solutions, acting as a bridge between product vision and engineering execution. Her background in project management, organizational development, and change management informs her approach to helping scale-ups institutionalize knowledge and maintain culture as they grow from 20 to 500 employees.
Academia
Ludmila holds a Bachelor’s degree in Architecture from Universidade Presbiteriana Mackenzie in São Paulo, completed between 2002 and 2006. Although she initially chose architecture somewhat randomly, with economics as her second choice, the degree provided her with a systems-thinking perspective and an eye for complex structures that would later prove invaluable in entrepreneurship.
She later completed an MBA in Business Administration and Management from Fundação Dom Cabral, one of Brazil’s leading business schools, between 2010 and 2011. This program deepened her strategic and managerial capabilities during her transition from architecture and project management into organizational development and entrepreneurship. In 2018, she earned a CIPD Level 3 Diploma in Human Resources Development, achieving Associate status, which formalized her expertise in people management and organizational culture.
After moving to the United Kingdom in 2018, Ludmila pursued an Executive MBA at Saïd Business School, University of Oxford, from September 2019 to June 2021. Her primary motivation for the program was to build a network in her new country and access Oxford’s entrepreneurship ecosystem, which offered incubator support and connections to investors. She launched UJJI during the program, applying to Oxford University Innovation, the university’s technology transfer and incubator arm, which became her first shareholder. In the summer of 2021, she also completed a Behavioral Science course at Yale School of Management, further strengthening her understanding of how adults learn and adopt new behaviors, which directly informed UJJI’s methodology.
Key Perspectives that Ludmila Shares on the Podcast
Ludmila brings a philosophy of relentless forward motion rooted in her ultra-marathon experience, emphasizing that entrepreneurship is fundamentally about breaking overwhelming challenges into manageable steps and refusing to give up unless facing bankruptcy or catastrophic failure. She stresses that founders must accept upfront that building a company will take longer, cost more, and hurt more than anticipated, but that acceptance paradoxically makes the journey easier because it eliminates the shock of difficulty.
She challenges conventional narratives around successful fundraising, arguing that raising large rounds does not equate to successful businesses and that founders who build more value with less capital are ultimately in stronger positions with less dilution and less pressure. Ludmila advocates for scrapping projects much earlier when gut feelings suggest a mismatch between the problem being solved and customer willingness to pay for solutions, noting that people often prefer to complain about problems rather than invest in solving them. She emphasizes the importance of becoming deeply curious and technically literate as a non-technical founder, positioning herself as the intern of her technical team and doing mechanical work to understand their challenges, which enables better product decisions and more effective collaboration.
A Quote from this Conversation with Ludmila:
“I was really taking the leap of faith and saying, okay, I’m going to start something that there is no plan B, it needs to work.”
