Knowledge hub

Blog & Guides

Practical guides for European CEOs, CTOs, and Operations leaders — AI automation, engineering teams, and delivery that ships.

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.

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 Automation·26 Feb 2026

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
AI Automation·8 Feb 2026

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
AI Automation·28 Jan 2026

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)
AI Automation·6 Nov 2025

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
AI Automation·8 Oct 2025

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
Delivery & Engineering Excellence·2 Sept 2025

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
Engineering Teams·4 Aug 2025

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
Delivery & Engineering Excellence·24 Jul 2025

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
Delivery & Engineering Excellence·8 Jul 2025

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
Delivery & Engineering Excellence·18 Jun 2025

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
AI Automation·29 May 2025

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
Engineering Teams·20 May 2025

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
AI Automation·20 May 2025

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
AI Automation·31 May 2024

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

IT grows

30 minutes · No commitment

From idea to AI-powered delivery in weeks, not months.

Let's discuss how AI and engineering can accelerate your business.

Automation, engineers, or both — we'll recommend a clear path and respond within one business day.

Talk to an AI & Delivery Expert