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Multimodal AI App: Guide to Gemini, Imagen, and Veo

Autore: Francesco Zinghinì | Data: 26 Dicembre 2025

Artificial intelligence is reshaping the way we interact with technology, opening up scenarios once relegated to science fiction. Today, thanks to cutting-edge models like Gemini 2.5, Imagen 4, and Veo 2, it is possible to create advanced multimodal applications capable not only of understanding and generating text but also of creating images and videos in real-time. This practical guide explores how to combine these powerful APIs to develop innovative solutions, with a specific focus on the Italian and European context. The goal is to show how AI can become a tool to enhance Mediterranean cultural richness, blending tradition and innovation into unique and engaging digital experiences.

The adoption of artificial intelligence in Italy is accelerating significantly. According to recent data, 30% of Italian companies actively use AI technologies, a 30% increase in just one year that exceeds the European average. This technological ferment offers fertile ground for developers and businesses wishing to explore the potential of multimodality. Imagine an app that doesn’t just describe a traditional dish but shows its preparation through an instantly generated video, or a tourism application that creates photorealistic images of an archaeological site in its ancient splendor. The possibilities are limitless and represent a unique opportunity to innovate and compete in the global market.

The Multimodal Revolution: Seeing, Speaking, and Creating

The concept of multimodality in artificial intelligence refers to a system’s ability to understand and process information coming from different “modes,” such as text, images, audio, and video. Unlike traditional models that operate primarily on text inputs, a multimodal AI like Gemini 2.5 Pro can interpret a complex request that includes text and images, and then generate an output that combines these elements coherently and creatively. This ability to “see” and “speak” simultaneously brings human-machine interaction closer to the way we naturally communicate, making technology more intuitive and powerful.

This evolution is fundamental for the European market and, in particular, for the Italian one, where visual culture and storytelling are central elements. Multimodal AI allows for overcoming linguistic and cultural barriers, offering richer and more immersive experiences. Consider the manufacturing sector, where a technician could use an app to frame a piece of machinery, verbally describe a problem, and receive visual and textual instructions on how to solve it. According to forecasts, by 2027, 40% of generative AI solutions will be multimodal, a trend that highlights the strategic importance of this technology.

The Tools of the Future: Gemini, Imagen, and Veo

To build an advanced multimodal application, it is necessary to orchestrate the capabilities of several specialized models. The Google suite offers an integrated and powerful ecosystem, accessible via API, which allows developers to combine conversational intelligence, image generation, and video creation.

Gemini 2.5: The Brain of the Operation

At the center of every multimodal app is a powerful and flexible large language model (LLM). Gemini 2.5 Pro represents the beating heart of the system, capable of managing conversation logic, interpreting complex user requests, and coordinating the other models. Thanks to an extended context window and advanced reasoning capabilities, Gemini can analyze prompts that include text, images, and even snippets of code, providing pertinent and articulate responses. Its architecture is designed to handle multi-turn chats, maintaining the thread of the conversation and dynamically adapting to the user’s needs.

Imagen 4: The Digital Artist

When the application needs to generate an image, Imagen 4 comes into play. This text-to-image model is designed to create high-quality photorealistic and artistic images starting from a simple text description. Its strength lies in its ability to interpret the nuances of natural language, understanding adjectives, spatial relationships, and abstract concepts to translate them into detailed visual compositions. For example, an interior design app could use Imagen 4 to show a client how a living room would look in a “modern Mediterranean style with cobalt blue accents and olive wood furniture.” Integration with Gemini allows the request to be refined through dialogue, modifying the generated image in real-time.

Veo 2: The Virtual Director

To bring stories to life, Veo 2 is the ideal tool. This text-to-video model can generate short high-definition video clips, complete with cinematic camera movements and a consistent visual style. Veo 2 is capable of understanding concepts like “timelapse,” “aerial shot,” or “close-up,” offering unprecedented creative control. It can also animate existing images, creating videos starting from an initial frame. Imagine an app for promoting tourism on the Amalfi Coast: the user could ask to “create a short video showing a sailboat sailing at sunset towards Positano, with a cinematic style.” Veo 2, guided by Gemini, would produce a realistic and evocative clip, ready to be shared.

Practical Applications in the Italian and Mediterranean Context

The combination of Gemini, Imagen, and Veo opens infinite possibilities for enhancing the cultural heritage, traditions, and excellence of the Italian and Mediterranean territory. Technological innovation can become a bridge connecting the past to the future, making culture more accessible and engaging for a global audience.

Experiential and Cultural Tourism

The tourism sector is one of the most promising fields of application. A multimodal app could serve as a personal and interactive tour guide. A visitor at the Colosseum could frame a ruin with their smartphone and ask: “Show me how this spot looked in the 1st century AD and create a short video of a gladiator preparing for combat.” The app, using Gemini to interpret the request, Imagen 4 to generate a realistic image of the reconstruction, and Veo 2 to create the animation, would offer an immersive and unforgettable experience. This approach can be extended to museums, archaeological sites, and historic villages, transforming the visit into an educational adventure.

Food, Wine, and Culinary Traditions

Italy is celebrated for its cuisine and food and wine traditions. A multimodal app could revolutionize the way we discover and learn to cook typical dishes. A user could ask for the recipe for “pasta alla carbonara” and receive not only a list of ingredients but also images generated by Imagen 4 showing the key steps and a video created by Veo 2 illustrating the perfect creamy texture (mantecatura). They could also ask for variations, such as “a vegetarian version,” and the app would instantly adapt both the text and visual content. This type of tool could support small producers, allowing them to tell the story of their products in a visually appealing way.

Craftsmanship and Made in Italy

Craftsmanship represents an Italian excellence to be preserved and promoted. An advanced app could connect artisans with a global market. A designer could describe a desired object, for example, “a handmade leather bag with motifs inspired by Sicilian majolica,” and the app would generate visual prototypes with Imagen 4. The artisan could then show the production phases through short videos generated with Veo 2, creating a bond of trust and transparency with the customer. This technology can support mass customization, allowing for the creation of unique products that blend traditional manual skill with the infinite possibilities of digital design.

Challenges and Opportunities for the European Market

The adoption of these technologies presents both challenges and enormous opportunities. In Italy, although interest in AI is growing strongly, with 13 million active users on artificial intelligence apps as of April 2025 (+31% since the beginning of the year), full implementation in small and medium-sized enterprises (SMEs) is still in its early stages. The main challenge is linked to the need for digital skills and understanding the potential of these tools. However, the opportunity is immense: multimodal AI can increase competitiveness, create new business models, and promote European cultural identity in an innovative way.

Another important consideration concerns data governance and privacy, central themes in the European regulatory context such as the AI Act. Developing multimodal applications requires a responsible approach that ensures security and transparency in the use of user data. Platforms like Google Cloud, which offer Gemini models via Vertex AI, provide security and compliance features that help companies operate in compliance with regulations. Leveraging these technologies means not only innovating but doing so ethically and sustainably, building a digital future that serves people and businesses.

Conclusions

The creation of advanced multimodal apps through the integration of Gemini 2.5, Imagen 4, and Veo 2 is no longer a remote hypothesis, but a concrete technological reality within reach of developers and companies. These tools offer the possibility of building incredibly rich, interactive, and personalized user experiences capable of seeing, speaking, and creating. In the Italian and European context, this revolution represents an extraordinary opportunity to innovate key sectors such as tourism, food and wine, culture, and manufacturing. Knowing how to combine the potential of artificial intelligence with the invaluable value of Mediterranean tradition and culture will be the key to creating successful applications capable not only of meeting market needs but also of telling unique and fascinating stories to a global audience.

Frequently Asked Questions

How do Gemini, Imagen, and Veo collaborate within a single application?

Gemini 2.5 serves as the central orchestrator or brain, interpreting complex user prompts and managing conversation logic. It directs Imagen 4 to generate photorealistic images and Veo 2 to produce cinematic video clips based on the specific context of the request. This synergy allows developers to build apps that understand and generate text, visuals, and motion simultaneously, creating a seamless and cohesive user experience.

What distinguishes multimodal AI systems from traditional artificial intelligence?

Unlike traditional models that typically process only one type of input, such as text, multimodal AI systems can understand and synthesize information from various modes including text, images, audio, and video. This capability allows for more natural human-machine interaction, similar to how humans perceive the world. Forecasts suggest that by 2027, forty percent of generative AI solutions will utilize this versatile technology.

In what ways can multimodal AI enhance the Italian tourism and cultural sectors?

These technologies can transform passive visits into immersive educational adventures by reconstructing archaeological sites or animating historical events in real-time. For instance, an app could visualize ancient ruins as they appeared centuries ago or generate videos of local traditions on demand. This approach helps overcome linguistic barriers and makes cultural heritage more accessible and engaging for a global audience.

How does the integration of these AI models support the Made in Italy brand?

Multimodal AI enables artisans and manufacturers to showcase their craftsmanship through instant visual prototyping and storytelling videos without expensive production costs. By combining traditional skills with digital innovation, businesses can offer mass customization and transparently display production processes. This helps connect local excellence, such as fashion, design, or culinary arts, with international markets effectively.

What are the privacy considerations for using these AI tools in the European market?

Developing applications within the European Union requires strict adherence to regulations like the AI Act and general data privacy laws. Platforms such as Google Cloud via Vertex AI provide built-in security and compliance features to help businesses manage user data responsibly. Ensuring transparency and ethical use is essential for sustainable adoption and building trust with European users.