How are European SMEs using ChatGPT and Codex in 2026? A practical case study from OpenAI Academy

MarGib August 12, 2026
🌐 🇵🇱 Polski · 🇬🇧 EN

In an official video, OpenAI showcased the capabilities of its flagship GPT-4o model. Instead of just more dry data, we saw technology capable of real-time conversation, on-the-fly language translation, and even analyzing the world around us through a camera lens. How can these groundbreaking features impact daily work and business growth? Let’s take a closer look at the possibilities brought by this new generation of artificial intelligence.

How is GPT-4o changing interaction with technology?

The presentation of OpenAI's new GPT-4o model demonstrates a massive leap in quality in the field of artificial intelligence. This tool is no longer just an advanced chat window; it is becoming a full-fledged, interactive assistant. For many companies, especially smaller enterprises that deal with budget and staffing constraints on a daily basis, such innovations open entirely new doors.

The published demo video clearly shows that the key differentiators of the new model are:

  • Real-time voice communication: The model responds without noticeable latency, can adjust its tone of voice, and even laugh or whisper, making the conversation sound incredibly natural.
  • Multimodal analysis: GPT-4o can simultaneously process text, audio, and camera input, allowing it to react in real-time to what it sees and hears.
  • Ability to interrupt: The user can interrupt the model at any moment, exactly as they would during a natural conversation with another human.

Instead of rigid commands, we get an assistant that can support us in daily business and educational tasks on the fly.

GPT-4o in practice: A new dimension of communication and support

The capabilities presented in the OpenAI video show how broad the application of this model can be in daily work. It is no longer just about generating dry text, but about real help with interactive tasks.

Live translation and communication without barriers

One of the most impressive scenes in the video is the demonstration of real-time conversation translation. The model effortlessly mediates a dialogue between people speaking different languages.

  • Fluid consecutive translation: The AI listens to speech in one language and immediately translates it into another, while maintaining the appropriate emotions and context of the statement.
  • Natural tone and expression: Thanks to advanced speech synthesis, the assistant can adjust its voice to the situation, which facilitates relationship building and breaks down language barriers in international business.
  • Multilingual customer support: Enterprises can use these features to serve customers from all over the world without the need to immediately build multilingual support teams.

Image analysis and creative support

Thanks to camera integration, GPT-4o can "see" the user's environment and react to it in real-time, which opens up new possibilities in marketing and design.

  • Interactive brainstorming: We can show the model a physical sketch of a project, packaging, or logo, and it will suggest in real-time which elements are worth improving or developing.
  • Quick assessment of visual materials: The tool makes it easy to verify the correctness of graphic layouts or the readability of text on advertising materials before they are published.
  • Market environment analysis: The ability to quickly scan and interpret documents or charts directly from the desk speeds up decision-making processes.

Management and daily operations

The model excels at organizing work, can quickly synthesize information, and helps with time management.

  • Quick notes and summaries: Thanks to voice analysis, the assistant can create clear notes from business meetings and online calls on the fly.
  • Task organization support: By talking to the assistant, we can easily arrange a daily plan, prioritize tasks, or prepare the framework for a new project.
  • Live data interpretation: By showing the model a spreadsheet on the computer screen, we can ask for a quick identification of trends or anomalies in sales data.

Programming and education with the new assistant

The OpenAI video places great emphasis on how GPT-4o handles code and the learning process. This is a direct evolution of earlier programming and educational tools.

Support in writing and analyzing code

The video shows how the model can analyze code displayed on a computer screen and comment on or correct it in real-time.

  • Real-time debugging: A developer can share their screen, and the model will help locate a bug in the code and suggest an optimal solution, explaining step-by-step what went wrong.
  • Rapid implementation of new solutions: Even people with less technical experience can create simple scripts to automate repetitive office tasks using the assistant's voice guidance.
  • Explaining complex architecture: The model makes it easier to understand how ready-made libraries and APIs work, which accelerates the process of learning and system integration.

Tool creation and automation

Thanks to a better understanding of visual and textual context, creating simple integrations becomes much easier and more intuitive.

  • System integration: The model facilitates connecting different business applications, helping to write code that links databases or CRM systems.
  • Rapid prototyping: Entrepreneurs can quickly create a working prototype of a simple application or form based on a hand-drawn sketch shown to the camera.

Next-generation education

One of the most moving parts of the presentation is solving a math problem together. The model does not just provide the final result, but patiently guides the user through the entire thought process.

  • Personalized tutor: The AI adjusts the pace of learning to the student, asks auxiliary questions, and praises correct steps, which revolutionizes the approach to internal corporate training.

Challenges and limitations of implementing advanced AI

Despite the huge enthusiasm generated by the GPT-4o presentation, implementing such advanced tools in daily business operations comes with specific challenges that are worth keeping in mind.

Technical and operational issues

Artificial intelligence, even when this advanced, still requires human oversight and an appropriate implementation approach.

  • Need for verification: Language models can still generate errors or inaccuracies. Every piece of generated code or critical business information should ultimately be checked by a specialist.
  • Stability and connection availability: Real-time voice and video features require a stable and fast internet connection, which can still be a challenge in some locations.
  • Maintenance costs: Although basic access may be free, intensive use of advanced features and APIs generates costs that must be included in the company budget.

Legal and ethical issues

Processing images and voice in real-time poses new requirements for companies regarding data security.

  • Privacy protection and GDPR: Sending camera images or voice recordings of employees and customers requires strict adherence to personal data protection regulations.
  • Copyright and intellectual property: The issue of rights to content and code co-created by artificial intelligence remains an area requiring legal caution.
  • Business data security: Companies must ensure that confidential trade information is not mindlessly entered into public models.

Cultural and organizational barriers

Introducing voice and visual assistants to the office may require changing habits and overcoming team resistance.

  • Adaptation to new tools: Employees must learn effective communication with AI – not just via keyboard, but also through voice and image. OpenAI offers helpful materials and free training to help get started.
  • Fear of automation: The key to success is showing the team that new tools are meant to relieve them of routine tasks, not replace their unique human competencies.

Conclusions and recommendations: How to implement AI wisely?

The GPT-4o presentation proves that artificial intelligence is becoming an increasingly natural partner at work. To fully leverage this potential, it is worth sticking to a few proven principles.

  1. Treat AI as support, not a replacement: The best results are achieved when technology enhances human capabilities, allowing employees to focus on tasks requiring empathy and strategic thinking.
  2. Start with simple applications: You don't have to revolutionize the entire company at once. Start with simple improvements, such as automatic meeting notes or translation support.
  3. Educate and support the team: Invest in the digital skills development of your employees. It is worth regularly checking official sources, such as OpenAI documentation, to learn about the latest features and best practices.
  4. Ensure data security: Always make sure that the use of AI tools in your company complies with applicable legal regulations and internal security policies.

The new interaction possibilities brought by GPT-4o show that the barrier to entry into the world of advanced technology is lower than ever before. This is the perfect moment to start implementing these solutions in your daily work.

Frequently Asked Questions (FAQ)

Is GPT-4o available for free?

OpenAI provides many capabilities of the GPT-4o model in the free version, but it has usage limits. Once they are exhausted, the system automatically switches the user to an older version of the model. Full, unlimited access and priority access to testing new features require a paid subscription or the use of a paid API.

What are the alternatives to OpenAI models?

The artificial intelligence market is developing very dynamically and offers many alternative solutions:

  • Google Gemini: An advanced model from Google, heavily integrated with their ecosystem of services and search engine.
  • Anthropic Claude: Valued for its excellent analysis of long texts, precision of expression, and high safety standards.
  • Microsoft Copilot: A tool built directly into the Windows system and the Office suite, facilitating daily work with documents.

Will artificial intelligence replace employees?

No. The tools presented in the video show that AI acts as an extremely efficient assistant that needs a human for verification, decision-making, and giving the final shape to projects. Automation eliminates repetitive, tedious tasks, allowing employees to focus on more creative and strategic work.

How to start using OpenAI models in your work?

Implementation should be planned in a few simple steps:

  1. Test the basic capabilities of the model in daily tasks at chat.openai.com.
  2. Identify areas in the company that take the most time and can be improved (e.g., translations, writing emails, document analysis).
  3. Train the team using official guides and technical documentation.
  4. Gradually introduce more advanced integrations, while ensuring full security of company and customer data.

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