Liliia Kovalyk

Content Marketing Generalist

Liliia Kovalyk is a Content Writer at Master of Code Global, where she has spent over two years covering enterprise AI adoption, from AI-native software development lifecycles to industry-specific use cases in logistics, hospitality, and mechanical engineering. Her work examines why AI initiatives succeed or fail in practice, including analysis of startup failure rates and enterprise data preparation challenges. Before joining Master of Code Global, she wrote for Inoxoft and DigitalSuits, building a background in B2B tech content. Liliia holds a degree in Language Interpretation and Translation from Taras Shevchenko National University of Kyiv.

Posts by Liliia Kovalyk

The AI-Native SDLC: Why Your Software Development Lifecycle Is Already Obsolete

The companies pulling ahead in 2026 aren’t just experimenting with AI. They’ve done something more fundamental – they’ve rebuilt how …

AI Vibe Coding Startups: The Hidden Cost of Building Fast Without Building Right

Every startup founder loves velocity. Ship the MVP in a weekend, demo it on Monday, raise a seed round by …

Why AI Startups Fail – And What the Survivors Do Differently

$110 billion poured into AI in 2025. In the same window, 90% of AI startups failed — compared to roughly …

AI in Mechanical Engineering: What Decision-Makers Need to Know Now

Mechanical engineering has always been a discipline built on precision. Tolerances measured in microns. Loads calculated to the decimal. And …

Why Projects Fail Without AI Data Preparation: Insights from a CX Leader Who Improved AI Containment by 30%

Every enterprise wants AI that delivers. Budgets get approved, pilots launch with fanfare, and expectations soar. Then reality intervenes. According …

Top 7 AI Development Companies for Nonprofits: A Strategic Guide to Choosing the Right Partner

Nonprofit organizations are sitting on goldmines of untapped data. Donor histories stretching back decades. Program outcomes scattered across disconnected systems. …

Top 10 AI Development Companies in Logistics & Supply Chain

Global supply chains are under constant pressure. Disruptions spread across regions within hours. Fuel prices shift unexpectedly. Skilled labor is …

Conversational AI in Hospitality: Where 30% Higher Satisfaction Meets Revenue Growth

Let’s be honest – today’s visitor journey often misses the mark. Long wait times at check-in, delayed responses to service …

Conversational AI in Education: From “Nice to Have” to Strategic Infrastructure

Education today operates under the same pressures as any experience-driven business. Prospective students expect instant, relevant answers. Current students judge …

AI Use Cases in Oil and Gas Industry: Turning Data into Energy for Growth

The oil and gas industry is at a critical juncture. For decades, it has driven the global economy, fueling progress …

Top AI Development Companies in Oil and Gas Sector in 2026

Few sectors face as much pressure to evolve as oil and gas – an industry shaped by volatile markets, tight …

Conversational AI for Real Estate: 4 Selected Use Cases with Executive Tips for Implementation

Modern real estate buyers and renters don’t wait. They expect fast, accurate, and personalized responses – whether it’s noon on …

How to Turn AI in eCommerce from an Undefined Investment into Your AOV Multiplier

Right now, our team is deep in several custom eCommerce AI projects, and we’re seeing first-hand what actually works versus …