Designing an L&D strategy inside one company is hard enough. But what happens when you've done it across several, each at different stages of growth, from scale-ups to tech giants like Apple and Microsoft?
That’s the journey Artem has been on for the last two decades. We sat down to unpack the lessons he’s gathered along the way and the patterns that repeat, no matter the size of the business.
From teaching to tech giants
Artem started his career in academia before jumping into the corporate L&D world in 2005. Since then, he’s led teams across regions like Southeast Asia, EMEA, and globally. His career includes stints at Apple, Microsoft, Revolut, and now, inDrive, where he leads the Global Learning Team in a 3000-employee company spread across 48 countries.
Curiosity has been his compass. “I’m a little geeky when it comes to learning new things,” he says. That mindset, paired with his love for diversity and complexity, helped him adapt from structured environments to fast-paced, high-growth ones.
How L&D strategy changes as companies grow
The needs of a business, and what it expects from its L&D team evolve dramatically depending on its size, maturity, and pace of change. Artem has worked across that full spectrum, from massive multinationals to high-growth scale-ups, and he’s seen firsthand how your role as an L&D professional and the strategy that guides your work must flex to fit the environment.
In large, established companies: balancing scale and personalization
At companies like Apple and Microsoft, Artem worked in regional roles within large global L&D teams. These organizations already had mature processes, strong infrastructure, and centralized strategy. The key challenge wasn’t building a strategy from scratch, it was making it work in practice.
“You’re often caught in the middle,” Artem explained. “The global team wants scalability and standardization. Regional leaders want customization and flexibility. Your job is to make sure programs are adapted just enough to work locally, without breaking the global design.”

In these environments, the L&D strategy is often well-defined at the top. The focus for regional teams becomes translating and localizing it, without compromising consistency.
In scale-ups: more about strategic thinking than formal strategy
In scale-ups like Revolut and inDrive, the context shifts completely. Speed and adaptability take center stage. The business is evolving so quickly that long-term planning often takes a backseat.
“You need to be useful today,” Artem said. “It’s not about building a perfect strategy deck. It’s about strategic thinking, plugging yourself into the business and staying close to what matters most.”

That might mean running fast experiments, building just-in-time learning solutions, or switching from big-picture thinking to tactical execution within the same week. There’s room for strategic thinking but not necessarily for traditional L&D strategy frameworks.
“You have to stay flexible,” Artem added. “Otherwise, you risk slowing things down instead of supporting the pace of growth.”
As companies mature: where strategy starts to stick
Eventually, the business stabilizes. Growth slows just enough for systems, processes, and longer-term thinking to take hold. This is where Artem sees true L&D strategy becoming valuable and necessary.
“When the company starts thinking about what kind of leaders it will need in one or two years, or when compliance becomes a business-critical need, that’s when strategy becomes more than a nice-to-have,” he said.
In some companies, this maturity brings structural changes too, like separating compliance training from development-focused learning, to avoid the perception that all learning is mandatory or dull.
“You need to be more deliberate,” Artem said. “It’s no longer just about reacting. It’s about anticipating, aligning with business goals, and having a clear direction for the year ahead.”

Principles that travel across companies
Despite all the differences, Artem sees a few core principles that apply no matter where you are:

1. Start with the business
Everything begins with understanding what the business is trying to achieve. Artem reviews strategy documents, roadmaps, and, when possible, joins leadership conversations. But he also emphasizes talking to people. “Even if the strategy is on paper, it helps to validate what you’re seeing with stakeholders.”
If you’re not invited to the table early on, that’s a signal too: “Sometimes it’s about timing, but sometimes it’s about trust. You earn your seat by showing value.”
2. Experimentation as a strategic habit
For Artem, experimentation isn’t a one-off tactic, it’s a mindset. Especially in high-growth companies where long-term strategy might feel premature, he sees experimentation as the most reliable entry point.
“I always say: start small. Run a few low-risk pilots. See what works. Then scale.”
In fact, Artem often builds his strategy from these early experiments. Rather than making assumptions about what will land, he collects real insights through controlled trials. “It’s almost a chicken-and-egg situation,” he said. “But for me, experimentation comes first. Strategy follows.”
He also emphasized having clear success criteria, not just business impact, but also engagement and learner experience. “You don’t need too many, but you do need to know what success looks like.”

A concrete example? Leadership development. Artem once split managers into different segments, senior and middle managers, and tested different approaches with each. “By the end of the year, we could clearly see what worked best and where to invest further.”
And while experimentation can feel risky, Artem actively works to create psychological safety on his team.
“Even if something doesn’t work, that’s a success. You learned something. That’s what experiments are for.”
3. Build comfort with failure
What is one thing that holds L&D teams back from experimentation? Fear. “No one wants to fail in public,” Artem admits. “But that’s what experiments are for, to learn what doesn’t work. If everything works, you’re probably not taking enough risks.”
He also links experimentation with psychological safety. At inDrive, they’re actively running a program to help teams get more comfortable with failure and see it as a path to learning.
4. Stay close to stakeholders

For Artem, one of the most important parts of building and executing an L&D strategy is stakeholder involvement, but he’s realistic about the variety of people you’ll encounter.
“Some leaders are big believers in development,” he said. “They’re proactive, engaged, and want to co-create with you. Others think people should just figure things out on their own. You have to be ready for both.”