A sales manager wants to responsibly use generative AI (gen AI) to increase efficiency with their existing tasks. They want to allow the sales team to focus on building customer relationships and closing deals. How should the sales team use gen AI?

A large enterprise company is experiencing challenges managing their model. They have many versions of their model, including the code, data, and parameters used to train the models. They need to find a solution to manage versions, track changes, and stay organized throughout their lifecycle. What Gemini Enterprise Agent Platform tool should the company use?

A learning and development team wants to quickly create a new hire training video with a custom avatar and voiceover that matches their company ' s branding and key messaging. They did not receive any money to spend on the production. What should they do?

A global news agency is developing a generative AI tool to quickly summarize breaking news articles as they emerge online. The goal is to provide their audience with rapid updates on fast-developing stories from various global sources. What Google Cloud solution should they use?

A company is defining their generative AI strategy. They want to follow Google-recommended practices to increase their chances of success. Which strategy should they use?

A research company needs to analyze several lengthy PDF documents containing financial reports and identify key performance indicators (KPIs) and their trends over the past year. They want a Google Cloud prebuilt generative AI tool that can process these documents and provide summarized insights directly from the source material with citations. What should the analyst do?

In which situation would it be most beneficial to ground a language model in first-party information?

A large online retailer with a vast product catalog wants to improve customer satisfaction by making it easier for shoppers to find the specific products they ' re looking for. The retailer also wants to provide personalized recommendations to increase sales. What should the company do?

An organization wants to automate initial customer support inquiries and provide instant responses to common questions on their website and app, aiming to improve customer service availability and reduce the workload on their live agent team for routine issues. They need a solution that can understand and respond to customer queries in a natural and engaging way, and can be built with options for both rule-based logic and generative AI capabilities. What component of Google ' s Customer Engagement Suite should they use?

A company is exploring Gemini Enterprise (Agentspace) to improve how its employees search for information on their enterprise systems and automate certain tasks. What is the key business advantage of using Gemini Enterprise (Agentspace)?

An animation studio needs to swiftly produce brief animated cartoons based on written descriptions of scenes and character actions. They want to preview their animated storyboards and obtain rapid feedback on the story and flow. Why should they use Veo for this task?

The office of the CISO wants to use generative AI (gen AI) to help automate tasks like summarizing case information, researching threats, and taking actions like creating detection rules. What agent should they use?

A large e-commerce company with a substantial product catalog and many support documents has customers struggling to find information on their website. This leads to high support costs and poor user experience. The company wants a Google Cloud solution to improve website search and reduce support costs while improving customer satisfaction. What Google Cloud product should the company use?

A large multinational corporation with geographically dispersed teams struggles with knowledge silos and inconsistent access to crucial internal information. What is a key business benefit of using Gemini Enterprise in this scenario?

A company is exploring Google Agentspace to improve how its employees search for information on their enterprise systems and automate certain tasks. What is the key business advantage of using Agentspace?

A company wants to build a model to classify customer reviews as positive, negative, or neutral. They have collected a dataset of thousands of customer reviews, and each review has been manually tagged with the corresponding sentiment: positive, negative, or neutral. What machine learning should the company use?

What is the continuous cycle of observing, interpreting, planning, and acting that makes up an AI agent ' s " thinking process " ?

An order fulfillment team has an agent that automatically processes orders, updates inventory, sends shipping notifications, and handles returns. What type of agent is this?

A company collects customer feedback through open-ended survey questions where customers can write detailed responses in their own words, such as " The product was easy to use, and the customer support was excellent, but the delivery took longer than expected. " What type of data is this?

An organization wants to quickly experiment with different Gemini models and parameters for content creation without a complex setup. What service should the organization use for this initial exploration?

A company trains a generative AI model designed to classify customer feedback as positive, negative, or neutral. However, the training dataset disproportionately includes feedback from a specific demographic and uses outdated language norms that don ' t reflect current customer communication styles. When the model is deployed, it shows a strong bias in its sentiment analysis for new customer feedback, misclassifying reviews from underrepresented demographics and struggling to understand current slang or phrasing. What type of model limitation is this?

A software development team wants to use generative AI (gen AI) to code faster so they can launch their software prototype quicker. What should the team do?

An organization wants to use generative AI to create a marketing campaign. They need to ensure that the AI model generates text that is appropriate for the target audience. What should the organization do?

A human resources team is implementing a new generative AI application to assist the department in screening a large volume of job applications. They want to ensure fairness and build trust with potential candidates. What should the team prioritize?

A retail company with a large online catalog wants to improve customer experience and drive sales by implementing multimodal search capabilities (image, voice, and text). What is a primary business benefit of this capability?

A market research analyst needs a Google Cloud prebuilt generative AI tool to consistently generate weekly reports summarizing key trends and news from publicly available data sources in the technology industry. They want the most efficient process, a consistent report each week covering the latest developments, and to avoid repeatedly specifying the desired industry and types of information to track. What should they do?

What does a diffusion model do?

What is a primary benefit of using a multi-agent system?

A marketing team wants to use a generative AI model to create product descriptions for their new line of eco-friendly water bottles. They provide a brief prompt stating, " Write a product description for our new water bottle. " The model generates a generic, lackluster description that is factually accurate but lacks engaging language and doesn ' t highlight the environmental benefits that are key to their brand. What should the marketing team do to overcome this limitation of the generated product description?

A company wants to create an AI-powered educational solution that provides personalized learning experiences for students. This platform will assess a student ' s knowledge, recommend relevant learning materials, and generate personalized exercises. The application would provide the structure for lessons and track progress. What type of AI solution should they use?