The choice of the right GAI tool largely depends on the specific objectives of each company. Broadly speaking, we can classify tools into:
- Natural Language Processing Platforms:?Excellent for generating text, translating languages, creating creative content, and answering questions. Examples: GPT-3, LaMDA.
- Image Generators:?Specialized in creating images from textual descriptions. Examples: DALL-E 2, Stable Diffusion.
- Code Platforms:?Designed to generate programming code. Examples: Codex, Tabnine.
- Data Analysis Platforms:?Used to extract insights from large datasets and generate predictions. Examples: H2O.ai, DataRobot.
Which one to choose? The answer depends on factors such as the type of data handled, the team's skills, and the specific objectives of the project.
GAI is evolving rapidly. Some of the most promising trends include:
- Multimodal AI:?Tools capable of processing and generating multiple types of data (text, images, audio, video).
- Explainable AI:?Models that can explain how they arrive at their conclusions, increasing confidence in their results.
- Decentralized AI:?Greater emphasis on data privacy and security, with models trained on local devices.
- Integration with other technologies:?Combining GAI with other technologies such as the metaverse, virtual reality, and blockchain.
Use Case: Personalizing Customer Experience in the Financial Sector
Imagine a banking institution with an SAP ERP system. Through GAI, they could:
- Create hyper-personalized virtual assistants:?Each customer would have a unique virtual assistant capable of understanding their natural language, answering their questions, and performing transactions on their behalf.
- Generate personalized financial reports:?GAI could analyze each customer's financial data and generate customized reports, highlighting investment opportunities and potential risks.
- Develop tailored financial products: Based on customer data, GAI could design personalized financial products, such as savings plans or investments.
Are you ready to transform your business with GAI? At Scitis, we help you identify the right tool and implement custom GAI solutions. Contact us today to explore the possibilities.
