From Chatting to Action: What Exactly Is "Agentic AI"?

To understand the significance of this step, it is necessary to define what the term agentic AI (agentic AI) means. While standard LLMs (Large Language Models), such as regular ChatGPT, operate on the "query – response" principle, agentic systems work on the "intent – plan – action" principle.

The agent doesn't just receive a question, but a task. If you tell it: "Analyze the competition and send me a report," the agent won't just generate text. It has to plan the steps: open a browser, search for data, compare prices, process the results into a table, and then send an email. That is exactly what Onetab.ai now offers large corporations through its new platform.

Multi-Model Orchestration: Why Is One Model Not Enough?

One of Onetab.ai's greatest technological contributions is its approach to multi-model automation. Currently, there is no single model that is the absolute winner in all disciplines.

• GPT-4 (OpenAI) excels in logical reasoning and programming.
• Claude (Anthropic) maintains its leadership position in language naturalness and long contexts.
• Gemini (Google) stands out thanks to its ecosystem integration and enormous context window.

Onetab.ai allows companies to combine these models. An agent can, for example, use Claude for text analysis, GPT-4 for computational logic, and then Gemini to integrate the results into Google Workspace. This hybrid approach maximizes efficiency and minimizes errors that would arise from relying on a single, even very powerful, model.

Comparison with Market Leaders: Onetab.ai vs. Gemini Enterprise vs. Fellou

To understand Onetab.ai's position in the market, we need to look at its direct competitors who are already active in the field of agentic AI.

Gemini Enterprise: Ecosystem Power

Google offers Gemini Enterprise, which is essentially an "all-in-one" for companies already using Google Workspace. Its main advantage is grounding – the ability to ground responses in real corporate data (Drive, Gmail, SharePoint). While Gemini is great for integration within the Google world, Onetab.ai potentially offers greater flexibility because it doesn't try to lock you into a single ecosystem, but allows orchestration across different providers.

Fellou: Agent in the Browser

A tool like Fellou represents a different direction – it's an "agentic browser." Fellou focuses on automating tasks directly in the web environment (e.g., price searching, real-time market analysis). While Fellou is ideal for individual productivity or smaller teams, Onetab.ai targets the enterprise segment, where the priority is managing thousands of agents, data security, and scalability across entire departments.

Practical Impact: What Does This Mean for Czech Companies and the EU?

For the Czech technology sector and small-to-medium enterprises (SMB), this wave of agentic AI brings two fundamental questions: availability and regulation.

Availability and language: Most of these tools, including Onetab.ai, are primarily developed for the English language. Although models like Gemini or GPT-4 handle Czech at a top level, the actual "instructions" for agents (prompting) and system administration will likely require English. For Czech companies, this means that implementing these systems will require employees with technical literacy in English.

Security and EU AI Act: For European businesses, compliance with the EU AI Act is a critical factor. Agentic systems that can independently perform actions (e.g., purchasing, sending emails, changing data in a CRM) carry higher risk. Companies must have absolute control over what permissions the agent has. Within its enterprise package, Onetab.ai must guarantee transparency in agent decision-making, which is key to meeting European security standards.

Pricing Policy

For tools like Onetab.ai, the price is usually not publicly listed because it is always individually calculated based on the number of users, token volume, and integration complexity (so-called Custom Enterprise Pricing). For comparison:

• Gemini Enterprise: Offers a 30-day trial; subsequently, the price ranges in the tens of USD per user per month.
• Fellou: Offers various subscription tiers for individuals (pricing is available directly on the website).

Conclusion

The launch of Onetab.ai is a clear signal that the battle for AI dominance is shifting from "who has the best model" to "who can best connect these models into functional workflows." For companies, this means a huge opportunity for automation, but also responsibility for properly setting the boundaries of autonomy for these digital workers.