Knowledge hub
Three paths to scale with AI and engineering
Articles grouped by how European B2B buyers actually buy — automation first, engineers when you need to scale, delivery practices that keep both on track.
AI Automation
AI agents, chatbots, workflow automation, integrations, ROI, and GDPR — from pilot to production.
Browse articles →Engineering Teams
Staff augmentation, dedicated squads, nearshore delivery in Europe, onboarding, and scaling without local hiring.
Browse articles →Delivery & Engineering Excellence
How AI changes engineering, delivery quality, distributed teams, and structured AI projects for CTOs.
Browse articles →Written for European CEOs, CTOs, and Operations Managers evaluating AI automation, staff augmentation, or dedicated engineering teams.

Common AI Chatbot Implementation Mistakes (and How to Avoid Them)
AI chatbots can deliver impressive results – but only if they are implemented correctly. This article breaks down the most common implementation mistakes, how to avoid them, and how to think about ROI so your chatbot actually pays off.
7 min read · Andrei Gorlov20 views

Real-World AI Chatbot Use Cases by Industry: How Leading Companies Are Winning
Discover how leading companies across industries are using AI chatbots to drive real results. Learn from Vodafone, Carrefour, Sephora, and others who've transformed their operations with conversational AI.
8 min read · Andrei Gorlov19 views

AI Chatbots and GDPR: What You Must Know
As AI chatbots become mainstream in business automation, understanding data protection regulations is essential. Learn how GDPR applies to chatbot data, which principles matter most, and how to stay compliant.
9 min read · Andrei Gorlov34 views

How We Taught Our Website to Talk Back (and Why Clients Love It)
Our once quiet website now talks with visitors, qualifies leads, and books demos on autopilot. Here's how we built a multilingual AI assistant on Groq's Llama 3.1 and what changed for the business.
6 min read · Andrey Gorlov21 views

When Your Recruiter is an AI: Building a Smart Vacancy Parser with Telegram and LLMs
Building an AI-powered recruitment system that automatically parses job postings from Telegram, classifies vacancies, and matches candidates using LLMs. Real architecture, real challenges, real solutions.
11 min read · Andrei Gorlov28 views

Why Delivery Matters More Than Activity in Staff Augmentation
Discover the balance between process and results in team management. Learn how good processes can enhance productivity and protect teams from chaos.
4 min read · Andrei Gorlov27 views

How to Manage Distributed Engineering Teams Across Europe
Discover proven strategies for managing distributed teams without traditional office constraints. Learn how to maintain productivity, foster collaboration, and build trust in remote environments.
2 min read · Andrei Gorlov21 views

How AI Changed Our Engineering Process — and What Our Clients Gained
Real-world experience integrating AI into development workflows. Learn from our experiment with Metabase, Redmine, and AI tools - the challenges, successes, and lessons learned.
9 min read · Andrei Gorlov18 views

Why Structured AI Projects Deliver Better Business Results
Learn how to effectively manage AI agents in development workflows. Discover proven strategies for structuring AI work and achieving consistent, reliable results.
4 min read · Andrei Gorlov14 views

How AI Changes Engineering Teams
Explore how AI is transforming software development. Learn about the balance between AI assistance and fundamental knowledge in modern programming practices.
3 min read · Andrei Gorlov27 views

How AI Engineers Work Alongside AI Agents
Discover how AI agents are transforming software development workflows. Learn about the shift from execution to oversight and how to effectively integrate AI into your development process.
2 min read · Andrei Gorlov16 views

Scaling Engineering Teams Without Losing Delivery Quality
Real lessons from managing a team that tripled in size in six months. Learn practical strategies for scaling teams, managing chaos, and building effective processes.
8 min read · Andrei Gorlov23 views

Your 24/7 Travel Assistant: How AI Chatbots Boost Bookings & Cut Costs
Discover how AI chatbots are revolutionizing the travel industry. Learn how Viber bots boost bookings, cut costs, and provide 24/7 customer support for travel agencies.
2 min read · Andrei Gorlov21 views

Automating Access to Internal Knowledge and Business Processes Using RAG and a Telegram Bot
Discover how to automate internal knowledge access using RAG technology and Telegram bots. Learn how to streamline business processes and improve employee productivity.
3 min read · Andrei Gorlov25 views