Dmytro Ivanenko

Articles by author

• Automated expense tracking in a Telegram bot with AI and n8n

  AI Assist case: automated expense tracking in a Telegram bot. A screenshot, voice or text from three users — and data lands in Excel by itself.

  2026-06-24

• RAG Systems: How AI Answers From Your Data Without Hallucinations

  What Retrieval-Augmented Generation is, why RAG removes AI hallucinations, and how to use your own knowledge base for accurate agent answers.

  2026-05-30

• AI Agents vs Chatbots: The Difference and What to Choose

  How an AI agent differs from a classic chatbot, when a simple bot is enough, and when you need an autonomous agent with actions and integrations.

  2026-05-12

• AI Integration With CRM: KeyCRM, NetHunt, and Sales Drive

  Why integrate an AI agent with your CRM, which processes it automates, and how to make sure no lead gets lost.

  2026-04-23

• Data Security When Adopting AI: What Businesses Should Know

  How to protect customer data when adopting an AI agent: access, storage, control, and the rules to agree on at the start.

  2026-03-19

• What Agentic AI Is and Why It’s the Future of Business

  Agentic AI doesn’t just answer — it plans and executes tasks. We explain how agentic AI differs from regular bots and where it delivers real value.

  2026-06-17

• Multimodal AI: Text, Voice, and Images in One Agent

  Modern AI works with more than text. We explain how multimodal agents understand voice and images and where it helps business.

  2026-05-26

• How AI Forecasts Demand and Sales

  Demand forecasting helps avoid freezing money in stock and losing sales to shortages. How AI makes forecasts more accurate.

  2026-04-18

• The Future of AI Agents: 2026–2027 Trends

  Where AI agents are heading: autonomy, multimodality, multi-agent systems, and deeper integration into business processes.

  2026-03-21

• Local vs. Cloud AI Models: A Comparison and How to Choose

  An analytical comparison of open-weight local models and proprietary subscription models: privacy, cost, quality, and who each solution suits.

  2026-06-19

• AI Bot for a Car Dealership: Test-Drive Leads and Consultations

  How an AI bot for a car dealership qualifies car buyers, answers about availability and trim levels, and books test drives 24/7.

  2026-06-18

• AI Bot for a Fitness Club: Trial Sessions and Membership Sales

  How an AI bot for a fitness club answers about memberships and schedules, books trial sessions, and re-engages hesitant clients.

  2026-06-11

• SoWhite case study: finance tracking in Telegram by voice, text, and screenshot

  How the oral-care brand SoWhite removed the chaos from expense tracking with a Telegram bot — and what it is preparing next for customers.

  2026-07-24