Svitla Systems

04/08/2026

🏆 Rare achievements deserve recognition! Volodymyr Pokhyla, Senior DevOps Engineer at Svitla Systems, has joined an exclusive group of approximately 𝟭𝟱 𝗽𝗲𝗼𝗽𝗹𝗲 𝘄𝗼𝗿𝗹𝗱𝘄𝗶𝗱𝗲 who hold both the AWS Golden Jacket and the Kubestronaut Blue jacket simultaneously! 👏 👏 👏

We sat down with him to go beyond the milestone, into the exams, the strategy, and what it really means to pursue mastery when you're already operating at a level most engineers never reach. 𝗥𝗲𝗮𝗱 𝘁𝗵𝗲 𝗳𝘂𝗹𝗹 𝗶𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 https://bit.ly/48CaYEX

We're happy to share this unique journey and hope it inspires others to keep pushing the limits of what's possible. 🚀

At Svitla, we believe that investing in our engineers' growth is investing in everyone, and Volodymyr's achievement is a powerful reminder of what that looks like in practice.

Meet Volodymyr Pokhyla, Senior DevOps Developer at Svitla Systems — one of only ~15 people worldwide to hold both the AWS Golden Jacket and Kubestronaut jacket.

04/07/2026

What actually changes when you move from writing code to leading people?

🎥 Watch the video as Svitla Systems' engineer, Pavlo Zubenko, joins Сергій Бабіч та Дивовижний світ веброзробки to share his experience as an Engineering Manager at Svitla: https://www.youtube.com/watch?v=wUruDAKZj0E&lc=Ugw5XCJ8cqez32w1oLx4AaABAg.AVG7wwaM1vCAVG82HvMsJF

In this episode, they talk about the real journey from engineer to Engineering Manager — where coding ends and responsibility for people, processes, and decisions begins.

💡 It covers:

• Why seniority is more than just writing clean code
• What remote work really demands in terms of maturity and ownership
• How AI is reshaping the value of technical roles
• The shift toward product thinking and managing development
• And why this role is much more complex than it seems from the outside

If you're thinking about moving into leadership — or already there — this is a conversation you don’t want to miss.

Завжди радий )

04/06/2026

🚀 Want to build faster and safer with AI?

In our latest Svitla Smart Talk, we dive into a hands-on session showing how GitHub Copilot and GitHub Advanced Security can transform the way you write and protect your code.

💡 In this workshop, you’ll discover how to:
• Speed up development with AI-powered coding
• Detect vulnerabilities before deployment
• Use tools like secret scanning, dependency review, and advanced security checks
• Build more secure and resilient applications from day one

Whether you're a developer, DevOps engineer, or tech leader — this session gives you practical insights you can apply right away.

🎥 Watch the recording now and level up your development workflow.

In this hands-on workshop, participants of Svitla Smart Talk explored how GitHub Copilot and GitHub Advanced Security work to...

04/03/2026

🐣 Happy Easter from all of us at Svitla Systems!

Across our teams in the US, Europe, LATAM, and APAC — we're wishing our colleagues, clients, and partners a joyful Easter celebration, wherever you are in the world.

Whether you celebrate today or on a different date, the spirit of renewal, connection, and hope is universal — and it's something we carry into everything we build together. 🌱

Warm wishes from the Svitla Team. 🐇✨

04/03/2026

Most retail ML initiatives do not fail at the model stage. They fail when it is time to put them into production. Read here: https://bit.ly/4bYFAS4

That gap usually has nothing to do with innovation and everything to do with data quality, system integration, and whether the business is actually ready to use what was built.

In our latest article, we look at the retail ML use cases already delivering measurable ROI, from demand forecasting and personalization to dynamic pricing and conversational AI, and what it really takes to move them from pilot to production.

Explore how ML is reshaping retail with real use cases, plus a practical implementation guide.

04/01/2026

Johann Beukes, 𝗖𝗵𝗶𝗲𝗳 𝗔𝗜 𝗢𝗳𝗳𝗶𝗰𝗲𝗿 𝗮𝘁 𝗦𝘃𝗶𝘁𝗹𝗮 𝗦𝘆𝘀𝘁𝗲𝗺𝘀, shared a sharp take on why so many AI initiatives still fail to deliver real ROI, and the problem is not the model. It is everything around it. 🔗 https://bit.ly/4bZELIH

𝗜𝗻 𝘁𝗵𝗶𝘀 𝗶𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄, 𝗵𝗲 𝘁𝗮𝗹𝗸𝘀 𝗮𝗯𝗼𝘂𝘁:
💡 why companies still treat AI like traditional software
💡 how proof-of-concepts create false confidence
💡 why data maturity and governance decide whether AI works in production
💡 what intelligent automation will actually require from teams and leaders

𝗢𝗻𝗲 𝗽𝗼𝗶𝗻𝘁 𝘀𝘁𝗮𝗻𝗱𝘀 𝗼𝘂𝘁: AI is not a one-time implementation. It is an operational capability that needs the right data, oversight, training, and long-term discipline.

A solid read for leaders trying to move beyond AI noise and focus on what creates measurable business impact.

03/31/2026

A career in tech does not always begin in tech. At Svitla Systems, most of our team consists of seasoned senior-level professionals, but we also make room for those who are just beginning their journey. And sometimes, those journeys start in the most unexpected places.

Today, we are sharing the story of Maria Bazualdo, who moved from dentistry and maxillofacial surgery into data analytics and built a new path for herself at Svitla.

Read full story: https://svitla.com/blog/becoming-data-analyst/

Changing professions takes courage. Starting over takes even more. That is why we admire Maria’s decision to take that risk and make it work.

03/27/2026

AI in CRM has moved past basic scoring and chatbot demos. Now the real question is simpler and harsher: if AI starts acting inside your CRM, is your system actually ready for it?

👉 https://svitla.com/blog/ai-in-crm-systems/

Our latest article breaks down:
💡 where AI in CRM is already delivering real value
💡 which use cases are mature enough for production
💡 how major platforms like Salesforce, HubSpot, Microsoft Dynamics, and Zoho approach AI
💡 why so many CRM implementations still fail once AI is added

The pattern is consistent: AI does not fix messy data, broken workflows, or weak architecture.

It scales them.

If you're looking at AI for sales, support, marketing, or revenue operations, this is the part worth understanding before money gets burned on shelfware.

How AI is reshaping CRM with agentic agents, generative content, and predictive ML.

03/26/2026

This week, we had the pleasure of hosting the 𝗖𝗵𝗶𝗰𝗮𝗴𝗼 𝗔𝗜 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻 𝗣𝗮𝗻𝗲𝗹: 𝗦𝗽𝗲𝗲𝗱 𝘁𝗼 𝗥𝗢𝗜 𝗶𝗻 𝘁𝗵𝗲 𝗘𝗿𝗮 𝗼𝗳 𝗔𝗜 — and the questions that hit hardest were the ones nobody wanted to answer out loud.

The room was full of founders, operators, and technology leaders who came ready to go beyond the demos and talk about what's actually happening when AI meets reality.

𝗛𝗲𝗿𝗲'𝘀 𝘄𝗵𝗮𝘁 𝘁𝗵𝗲 𝗿𝗼𝗼𝗺 𝘁𝗼𝗼𝗸 𝗵𝗼𝗺𝗲:

🎯 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁𝘀 𝗯𝗿𝗲𝗮𝗸 𝗶𝗻 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻, 𝗻𝗼𝘁 𝗶𝗻 𝗱𝗲𝗺𝗼𝘀. Integration gaps, unclear ownership, and decision-boundary failures don't show up until you're live. If you haven't planned for that, you're not ready to ship.

🎯 𝗜𝗳 𝘆𝗼𝘂𝗿 𝗺𝗼𝗱𝗲𝗹 𝗽𝗿𝗼𝘃𝗶𝗱𝗲𝗿 𝗱𝗼𝘂𝗯𝗹𝗲𝗱 𝗽𝗿𝗶𝗰𝗲𝘀 𝘁𝗼𝗺𝗼𝗿𝗿𝗼𝘄, 𝘄𝗵𝗮𝘁 𝗵𝗮𝗽𝗽𝗲𝗻𝘀 𝘁𝗼 𝘆𝗼𝘂𝗿 𝗽𝗿𝗼𝗱𝘂𝗰𝘁? Vendor dependency is a margin and strategy risk that's rarely on the roadmap — until it's too late.

🎯 "𝗔𝗜-𝗻𝗮𝘁𝗶𝘃𝗲" 𝗮𝗻𝗱 "𝗔𝗜-𝗱𝗲𝗰𝗼𝗿𝗮𝘁𝗲𝗱" 𝗮𝗿𝗲 𝗻𝗼𝘁 𝘁𝗵𝗲 𝘀𝗮𝗺𝗲 𝘁𝗵𝗶𝗻𝗴. One means rethinking how work gets done. The other means adding a chatbot to a form. Most companies are doing the second and calling it the first.

🎯 𝗠𝗮𝗻𝘆 𝗼𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻𝘀 𝗮𝗿𝗲 𝗽𝗶𝘁𝗰𝗵𝗶𝗻𝗴 𝗔𝗜 𝗳𝗹𝘂𝗲𝗻𝘁𝗹𝘆 — 𝗯𝘂𝘁 𝗳𝗲𝘄 𝗵𝗮𝘃𝗲 𝗮 𝗽𝗹𝗮𝗻 𝘁𝗵𝗮𝘁 𝗵𝗼𝗹𝗱𝘀 𝘂𝗽 𝘂𝗻𝗱𝗲𝗿 𝗿𝗲𝗮𝗹 𝘂𝘀𝗲𝗿 𝗯𝗲𝗵𝗮𝘃𝗶𝗼𝗿. Speed without signal is still the wrong direction.

🎯 𝗧𝗵𝗲 𝗵𝗶𝗱𝗱𝗲𝗻 𝗰𝗼𝘀𝘁𝘀 𝗼𝗳 𝗚𝗲𝗻𝗔𝗜 𝗮𝗿𝗲 𝗿𝗲𝗮𝗹. Governance, maintenance, and oversight don't show up in the pilot budget. They show up later, and they're bigger than expected.

Huge thanks to our panelists — Johann Beukes (Chief AI Officer, Svitla Systems), Varun J. Vincent (Founder & CEO, FalconFirst AI), and Bill Blount (Principal & CIO, Light The Way Technology) — for sharing hard-won, unfiltered perspectives. And to Cindy-Anne Lewis for keeping the conversation sharp.

Looking forward to the next one. 🙌

03/25/2026

We recently celebrated 7 years of Svitla in Poland, and this milestone feels like much more than a date on the calendar. 🤍 ❤️

It is years of teams growing, friendships forming, challenges being overcome, and countless moments that shaped who we are today. To everyone who has been part of this journey: thank you. For your work, your energy, your care, and the spirit you bring to Svitla Poland.

What a joy it was to celebrate this together!

03/24/2026

🌍 Svitla Systems is growing globally, and we're looking for new teammates to grow with us.

We're working on innovative, large-scale products — and we welcome senior engineers to bring their skills, ideas, and ownership to our bright team.

Real challenges. Meaningful solutions. Projects where your talent truly shines. 💙

We're hiring remotely in:
🇦🇷 Argentina — svitla.com/career/?country=AR
🇲🇽 Mexico — svitla.com/career/?country=MX
🇺🇦 Ukraine — svitla.com/career/?country=UA
🌐 Europe — svitla.com/career/?country=EU

Ready for a new chapter? Let's meet!

03/20/2026

If you use in your daily work, this video is for you. During this we explored what it truly means for a language model to be a probabilistic machine.

We discussed:

What LLMs are actually doing most of the time
Why they require so many GPUs
Where hallucinations and nondeterminism come from
How embeddings and attention mechanisms work
What jailbreaking is — and why it works
A high-level architecture overview of agent systems
Myths around agents, RAGs, MCPs, and more

If you use in your daily work, this video is for you. During this we explored what it truly means for a language model to be a probabi...