Artificial intelligence has quickly become one of the most discussed technologies in business. Executives are evaluating AI strategies. Employees are experimenting with new tools. Technology providers are introducing AI-powered solutions at an unprecedented pace. Across nearly every industry, organizations are trying to determine what artificial intelligence means for their workforce, their operations, and their future competitiveness.
Yet amid all the excitement, many people still struggle with a surprisingly basic question.
What exactly is artificial intelligence?
That question sits at the center of a fascinating conversation between Jeff Walter and Dr. Mechie Nkengla, founder and CEO of NuScienta, on the Training Impact Podcast. While many AI discussions focus on technical architecture, automation, or the latest product announcements, this conversation takes a different approach. It focuses on understanding.
Dr. Nkengla argues that before organizations can successfully adopt artificial intelligence, individuals must first become AI literate. They must understand what AI is, how it works, where it can create value, and how to use it responsibly within their own roles and responsibilities.
For learning and development leaders, training managers, and workforce enablement professionals, this conversation provides an important perspective on one of the most significant capability gaps emerging in today’s workplace.
Dr. Nkengla’s journey into artificial intelligence did not begin with educational technology or workforce training.
She describes herself as a recovering mathematician. After earning a PhD in Applied Mathematics, she began her career in academia, conducting research and contributing to scientific knowledge. From there, she moved into applied research, startup environments, and eventually leadership positions focused on data science, analytics, and artificial intelligence.
Her experience included serving as a Director within Ernst & Young’s data and AI practice, where she worked on global AI implementations, strategy initiatives, and enterprise transformation projects. Along the way, she founded Data Products, an organization focused on helping businesses leverage data and artificial intelligence to solve complex operational challenges.
What makes her perspective particularly valuable is that she has experienced artificial intelligence from multiple viewpoints. She understands the mathematics. She understands the technology. She understands implementation challenges. Most importantly, she understands how difficult it can be for non-technical professionals to make sense of rapidly evolving innovations.
That realization ultimately led to the creation of NuScienta.
One of the most interesting insights from the conversation is that many organizations are not struggling with AI technology.
They are struggling with AI understanding.
Dr. Nkengla shares stories from her consulting work where senior executives and organizational leaders often lacked a foundational understanding of what artificial intelligence actually is. These were intelligent, successful professionals responsible for major business decisions, yet many still viewed AI as something mysterious, abstract, or futuristic.
This creates a significant challenge.
Organizations cannot effectively evaluate opportunities, risks, investments, or workforce strategies if decision-makers do not understand the underlying technology.
The problem becomes even more significant when AI adoption moves beyond leadership teams and into the broader workforce.
Employees need to know how to interact with AI systems. Managers need to understand where AI can improve productivity. Operational leaders need to recognize how AI affects workflows and performance expectations.
Without AI literacy, organizations risk creating confusion instead of capability.
That is why Dr. Nkengla believes AI literacy should no longer be considered optional.
As she explains during the conversation, AI literacy is rapidly becoming a fundamental workforce skill. Not because everyone needs to become an AI engineer, but because nearly everyone will need to work alongside AI-enabled tools.
One of the most memorable moments in the discussion occurs when Dr. Nkengla challenges a common assumption.
Most people know that AI stands for artificial intelligence.
But very few people can clearly define what artificial intelligence actually means.
Her explanation is refreshingly practical.
Artificial intelligence, she explains, is any system that emulates human intelligence. Once that definition is established, a much more useful conversation emerges.
What does intelligence actually look like?
Human intelligence exists across a spectrum. A person can be intelligent because they communicate effectively, solve problems, conduct research, make decisions, or recognize patterns. Artificial intelligence works in a similar way.
Some systems perform relatively simple tasks. Others perform much more sophisticated functions.
This framework helps demystify AI and replaces fear with understanding. Rather than viewing AI as a single monolithic technology, learners begin to recognize that artificial intelligence exists across a range of capabilities and applications.
For training professionals, this insight is particularly important.
Many organizations begin AI initiatives by teaching tools.
NuScienta begins by teaching concepts.
The distinction matters because foundational understanding creates long-term adaptability.
Learning and development teams have always played an important role during periods of organizational change.
The rise of artificial intelligence may represent one of the largest workforce capability shifts in decades.
Employees increasingly need new skills. Leaders need new decision-making frameworks. Organizations need new approaches to productivity, performance support, and knowledge management.
The challenge is that AI is evolving faster than traditional training programs were designed to accommodate.
This creates a unique opportunity for learning leaders.
Rather than treating AI as a specialized technical subject, organizations can begin integrating AI literacy into broader workforce development strategies.
This means helping learners understand concepts, evaluate opportunities, identify risks, and develop confidence using AI tools in practical settings.
Organizations that succeed in this effort may find themselves with a significant competitive advantage.
Those that fail to build AI literacy may discover that technology investments alone do not create meaningful transformation.
When Jeff Walter asks where someone should begin their AI journey, Dr. Nkengla’s answer is surprisingly simple.
Curiosity.
Before certifications, before advanced prompting techniques, before specialized applications, learners must first develop curiosity about the technology.
This observation aligns closely with many established learning theories.
People rarely learn effectively because they are forced to.
They learn because they are interested.
Curiosity creates engagement. Engagement drives experimentation. Experimentation creates understanding.
For organizations building AI literacy programs, this has important implications.
The goal should not be overwhelming learners with technical complexity.
The goal should be creating enough curiosity that learners begin exploring on their own.
While Dr. Nkengla strongly advocates for understanding foundational concepts, she is equally clear that learning cannot stop there.
Knowledge without application has limited value.
That is why NuScienta encourages learners to experiment directly with AI tools. The organization provides opportunities for learners to engage with large language models, test ideas, and explore real-world use cases within a structured learning environment.
This hands-on philosophy mirrors many successful workforce development strategies.
People learn most effectively when they can connect concepts to actual work.
Rather than focusing exclusively on theory, learners should identify tasks they perform repeatedly and explore whether AI can help improve efficiency, quality, or consistency.
Dr. Nkengla suggests a simple exercise.
Ask yourself what task you perform regularly that would significantly improve your life if someone else handled it.
Then determine whether artificial intelligence can assist with that activity.
This approach transforms AI from an abstract technology into a practical productivity tool.
One of the most important themes throughout the conversation is readiness.
Organizations frequently discuss digital transformation, but readiness is what determines whether transformation succeeds.
AI literacy represents a critical component of readiness because it equips individuals with the ability to participate in change rather than simply react to it.
This concept extends beyond internal employees.
Organizations increasingly train customers, partners, distributors, dealers, and franchise operators as part of broader workforce enablement initiatives. In many cases, these external audiences face the same AI literacy challenges as internal teams.
This creates opportunities for organizations to incorporate AI literacy into broader enablement programs such as customer training, franchise training, and other forms of extended enterprise training.
As AI becomes embedded within business processes, literacy may become just as important for customers and partners as it is for employees.
Although NuScienta provides courses and educational resources, the organization’s broader mission extends beyond content delivery.
The goal is to create a movement around AI literacy.
Rather than focusing exclusively on engineers or technical specialists, NuScienta seeks to help professionals across industries develop practical AI understanding that improves effectiveness within their existing roles.
This perspective is particularly valuable because it recognizes that AI adoption is ultimately a human challenge.
Technology is only part of the equation.
Organizations must also address confidence, understanding, capability, and culture.
By helping people become more comfortable interacting with artificial intelligence, organizations increase the likelihood that AI investments generate meaningful outcomes.
Readers interested in a deeper exploration of NuScienta’s approach should also review the companion case study, NuScienta: Building the AI Literacy Movement.
While this article focuses on the broader themes discussed during the podcast, the case study examines the organization’s training structure, learner audiences, instructional strategies, and operational model in greater detail.
The case study also evaluates NuScienta’s approach through the lens of the LatitudeLearning Training Program Roadmap, exploring how the organization addresses learner engagement, knowledge development, workforce readiness, scalability, and continuous capability improvement.
For training leaders evaluating their own AI literacy initiatives, the case study provides a structured framework for understanding how foundational AI education can be incorporated into larger workforce development strategies.
The conversation concludes with one of the most memorable observations of the episode.
Dr. Nkengla compares today’s AI revolution to earlier technological breakthroughs that fundamentally changed how people lived and worked.
For previous generations, elevators, automobiles, computers, and the internet represented transformative innovations.
For today’s workforce, artificial intelligence may represent a similar turning point.
Future generations may view AI as completely ordinary.
But right now, we are living through the transition.
That creates both opportunity and responsibility.
Organizations that embrace AI literacy today will be better positioned to adapt, innovate, and compete tomorrow.
The technology itself will continue to evolve.
The question is whether people will evolve alongside it.
Based on this conversation, Dr. Mechie Nkengla believes they can.
The key is starting now.
Want to go deeper?
🎧 To explore the full conversation, listen to the Training Impact Podcast episode featuring Dr. Mechie Nkengla of Nuscienta.
📄 Download the companion case study: NuScienta: Building the AI Literacy Movement
🌐 Learn more about Nuscienta on their website: https://nuscienta.com/
