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Insights on AI, technology, and innovation

Inside Our News Aggregation Engine: Built for AI Search and SEO

Inside Our News Aggregation Engine: Built for AI Search and SEO

A turnkey engine for launching vertical news networks — it aggregates trusted sources, rewrites them with AI into structured, original articles, and publishes content engineered to rank in search and be quoted by AI assistants.

Vozniak NazarMay 1, 2026
  Як ми підключили українські API до AI-агентів через MCP-сервери — і що це дало бізнесу

Як ми підключили українські API до AI-агентів через MCP-сервери — і що це дало бізнесу

Українські компанії щоденно працюють з Монобанком, ПриватБанком, Укрпоштою, Horoshop та Google Business Profile. Кожна з цих платформ має свій API, свою документацію, свої нюанси автентифікації. Наша команда в IIP побудувала 6 MCP-серверів, які дозволяють AI-агентам (Claude, GPT, будь-який LLM з підтримкою Model Context Protocol) працювати з цими API напряму — без написання жодного рядка інтеграційного коду на стороні клієнта.

НазарMarch 18, 2026
Fighting disinformation with Deep Tech

Fighting disinformation with Deep Tech

We are excited to share a look under the hood at our latest research project, draft title is: "Countering Russian Information Warfare in Ukraine: A Multi-Modal AI Framework for Narrative Detection and Interdiction".

Vozniak NazarDecember 18, 2025
The biggest mistake we're all making with AI agents

The biggest mistake we're all making with AI agents

For months, we've been giving LLMs direct access to tools through function calling - essentially teaching them a foreign language of special tokens and JSON schemas. It works, but it's inefficient and expensive.

Vozniak NazarNovember 17, 2025
Possible AI Service Niches in Ukraine: Process Automation for SMB and B2C

Possible AI Service Niches in Ukraine: Process Automation for SMB and B2C

Small and medium-sized businesses in Ukraine are becoming increasingly interested in artificial intelligence (AI) as a tool for automating routine tasks and improving efficiency. However, the market still lacks high-quality ready-made AI solutions, which creates a significant opportunity for new, useful services. This research explores potential niches for launching AI-based products aimed at Ukrainian users. The main focus is on automating business processes within the small and medium business (SMB) segment, with an emphasis on industries that currently face low competition — including unconventional sectors. Several promising B2C niches are also examined. For each niche, the analysis includes: the industry or field, specific automation tasks, examples of possible AI solutions or services, the level of competition in Ukraine, and international analogues.

Vozniak NazarNovember 3, 2025
Cybersecurity in the Age of Artificial Intelligence

Cybersecurity in the Age of Artificial Intelligence

Cybersecurity today is no longer a narrow technical topic — it’s part of our daily lives. In 2025, it covers everything connected to the Internet: smartphones, laptops, smartwatches, security cameras, banking services, even household appliances. Cyber threats are no longer limited to governments or big corporations — each of us is a potential target. Why does it matter? Data has become a commodity — it’s bought, sold, and stolen. Your photos, chats, banking passwords, or even your shopping history all have value for attackers. Losing them can mean not only financial damage but also reputational or even physical risks.

Vozniak NazarOctober 28, 2025