Across companies, the pattern is familiar. Employees complete training courses and e-learning programs, but only a limited part of what they learn is applied in everyday work.
This is not primarily a question of content quality. It reflects a structural gap between understanding and application.
The gap between knowing and doing
Most learning processes focus on knowledge transfer. They provide frameworks and tools that help participants better understand their roles and challenges. However, performance in real work situations depends on something else: how people act in specific moments.
Whether it is giving feedback, handling objections, or navigating a difficult conversation, these situations are shaped not only by knowledge but by habits and behavioral patterns developed through experience. As a result, people often know what they should do, yet struggle to apply it consistently.
What is missing: practice
Over time, learning formats have become shorter and more scalable. While this has improved accessibility, it has also reduced the space available for practice.
In many learning journeys, three elements are consistently missing:
- real opportunities to try out new approaches,
- immediate and specific feedback,
- and structured repetition over time.
Yet skills develop through cycles of action, feedback, and refinement. Without these elements, learning rarely translates into behavior. Without these elements, learning rarely translates into behavior, limiting overall training effectiveness.
From knowledge to action
If the goal of learning is performance, then learning design needs to support application as much as understanding.
This means creating environments where participants can:
- engage in realistic situations
- make decisions
- receive immediate feedback
- and gradually build new behavioral patterns through repeated practice.
This is where learning begins to connect directly to performance.
The role of AIBLE Simulations
AIBLE Simulations represents this shift toward practice-based learning. This approach directly supports training effectiveness by ensuring that learning is applied in realistic situations. As an AI-powered simulation platform, it enables participants to engage in realistic scenarios where they can make decisions, receive feedback, and improve in real time.
In practice, this means that instead of passively consuming content, learners are actively involved in:
- making decisions in realistic situations,
- interacting with dynamic, AI-driven characters,
- and improving through immediate, behavior-based feedback.
In this way, learning becomes an active process that is closely linked to real performance. Importantly, such solutions do not replace traditional learning formats, but complement them by strengthening the application phase within the overall development journey.
A conversation on the future of learning
To explore this shift in more depth, we spoke with Marianna Khonina, founder of AIBLE Simulations, former Managing Director of DEVELOR Ukraine & Central Asia, and current partner.
With over 18 years of experience in Learning & Development, she brings a clear perspective on why traditional learning often falls short and how practice-based approaches can help close the gap between learning and performance, and enable real behavior change after training.
You have been working in Learning & Development for 18 years. What changes have you observed in how organizations approach learning today?
Marianna: Honestly? Organizations got smarter about asking questions but not about finding answers. The market made a shift from “training is an event” to “learning is a journey”, which is great and inspiring, but most journeys still end at a PowerPoint slide or a quiz after an online course. The real revolution is happening now: AI finally lets us do what we always knew mattered – practice. And that changes everything.
Why do you think so many learning initiatives still fail to translate into real behavioral change?
Marianna: Because we’ve been addicted to content. We kept producing more courses, more videos, more modules, and still wondered why people don’t change. Nobody ever learned to swim by watching a YouTube tutorial. Behavior changes through deliberate practice sessions, until it becomes muscle memory, until it becomes our autopilot. And do you know many companies where the L&D department has a business-related KPI? Not “completion rate” or “course satisfaction”? Exactly. Because L&D did not have a simple and scalable tool to provide real behavior change. Until now 🙂
At what point did you realize that this problem cannot be solved by simply improving traditional training methods?
Marianna: When I watched a very smart and brilliant participant deliver a perfect answer in a role-play during the training, and then do the exact opposite with his team the next week. That’s when it hit me: the problem isn’t the knowledge. Even the most motivated and conscious participants can`t make the shift to new behavior patterns overnight, as they don’t have dedicated space and time to rehearse real situations dozens of times, not once in a safe classroom with a friendly colleague playing the “difficult client”.
How would you explain AIBLE Simulations to someone who has never heard of it?
Marianna: Our companies face thousands of challenging situations every day, and we need to ensure our people are ready. It is not a “nice to have” fluffy slogan; it is simple business logic and loss. You don’t want your people trying new techniques on real clients and losing business, or rehearsing on real subordinates and ruining your HR brand. You want them to practice in a very realistic yet safe environment as many times as they need.
So imagine a flight simulator, but for human interactions. You talk to an AI character who has a personality, emotions, and bad days, just like your real colleagues and clients. You practice handling them, you fail safely, you get instant feedback, and you try again – no code, no vendors, no waiting three months for a course.
What makes AIBLE Simulations fundamentally different from traditional e-learning or other digital learning tools?
Marianna: E-learning tells you what to do. AIBLE Simulations makes you do it. The AI characters are not just simple “Chat GPT wrapper” – they have psychological profiles, emotions, proactivity, they get frustrated, push back, shut down – just like real people. You can’t click “next” to escape. You have to communicate your way through. That’s not e-learning, that’s behavioral training at scale.
How does a typical AIBLE simulation work from both a participant’s and an HR/L&D perspective?
Marianna: Participant side: you’re thrown into a situation – a tense client call, a resistant team member, and you talk or type your way through it in real time. No scripts, no multiple choice. The AI reacts to you. Afterward, you get a detailed score and concrete feedback.
L&D side: you describe the scenario, the AI builds the simulation, you assign it to 10 or 10,000 people, and you watch the data come in live.
Can you share a concrete example where AIBLE Simulations created a visible impact?
Marianna: Oh, many inspiring use cases. One of our clients enhances their onboarding program for the field force with AI simulations after theoretical training and before sending them into the field. Thus, using AIBLE Simulations as a practice and certification tool. The data showed 100% NPS and 90% growth in performance. Another client decided to use AIBLE Simulations for continuous learning practices for newly assigned managers, covering hundreds of people simultaneously. Another of our key clients is in the process of changing their corporate values and decided to illustrate them in action through very inspiring simulation scenarios for 3000+ people. Absolutely exciting.
What kind of impact do you typically see, and how can organizations measure the effectiveness of AIBLE Simulations ?
Marianna: The first thing clients notice: people actually want to run the simulation again. That alone tells you something is different. Beyond engagement, we track skill progression across attempts, compare teams against benchmarks, and connect it to business KPIs. The beauty is that AIBLE Simulations gives you data on behavior, not just completion rates, which is what L&D has been missing for decades.
How can AIBLE Simulations be integrated into a broader development journey?
Marianna: AIBLE Simulations is the missing piece most programs lack: the practice layer. Put it before a workshop to expose skill gaps people didn’t know they had. Put it afterward to make sure new skills actually stick. Use it for assessment and to enhance your online courses. It doesn’t replace your trainers – it gives them superpowers.
What type of organizations benefit the most from AIBLE Simulations, and is this only relevant for large corporations or also for smaller companies?
Marianna: Anyone whose people talk to other humans for a living – so basically everyone. Large corporations love scalability. But honestly, smaller companies benefit even more because they can’t afford to spend the budget on training that doesn’t work. If you have 30 salespeople and every lost deal costs you money, you want them to practice before they fail in front of a real client, not after.
What does “effective learning” mean to you today?
Marianna: Three words: changed behavior Monday. If someone sits through your program and nothing changes in how they act, you didn’t train them – you entertained them. Effective learning is uncomfortable, repetitive, and personal. AIBLE Simulations finally made that scalable.
The conversation highlights a clear shift in how organizations need to approach learning.
While access to knowledge has never been easier, the real challenge lies in translating that knowledge into behavior. This requires more than content – it requires structured opportunities for practice, feedback, and repetition.
Solutions like AIBLE Simulations do not replace traditional training methods, but make them more effective by strengthening the critical phase between understanding and application. When integrated into a broader development journey, they help ensure that learning does not stop at insight, but continues into real performance.
FAQ - what L&D professionals often ask about AIBLE Simulations
Traditional e-learning primarily focuses on knowledge transfer, often through videos, slides, and quizzes. AIBLE Simulations, on the other hand, is built around practice: participants actively engage in realistic situations where they need to apply what they have learned. From a DEVELOR perspective, this makes a critical difference, as it supports the transition from understanding to real behavioral change. Instead of asking “do they know it?”, the focus shifts to “can they actually do it in practice?”
AIBLE Simulations is most effective when integrated into a broader development journey. At DEVELOR, we typically use it in three key phases: before training to assess readiness and highlight skill gaps, during training to create safe practice opportunities, and after training to reinforce and stabilize new behaviors. This ensures that learning does not remain a one-time event, but becomes an ongoing process connected to real work situations.
Yes, and this is where it creates the most value. AIBLE Simulations does not replace existing training solutions, but enhances them by adding the missing practice layer. At DEVELOR, we use it to strengthen the effectiveness of leadership, sales, and communication programs by ensuring that participants have the opportunity to apply and repeat key behaviors. This leads to more consistent transfer of learning into everyday work.
AIBLE Simulations is particularly effective for developing skills that require interaction and decision-making in real situations. These include leadership communication, feedback, sales conversations, negotiation, conflict management, and customer interactions. From a DEVELOR perspective, these are exactly the areas where traditional training often struggles to create lasting change, making practice-based solutions especially valuable.
