AI for SMBs Unlocking the Potential with Generative AI

Introduction

Every day, more and more small businesses and startups are leveraging generative AI for their internal and customer-facing needs, with over 70% of gen AI’s billion-dollar unicorns using Google Cloud. As the technology continues to evolve rapidly, businesses are discovering new use cases and ways to leverage gen AI tools. In our monthly gen AI workshops, we provide small businesses with a technical overview of our key gen AI products, AI techniques, and best practices. Led by a team of Specialist Customer Engineers from https://saasrevu.com, our workshops ignite imagination and foster collaboration to unearth innovative applications and use cases.

Exploring Popular Use Cases

Customers across various industries are embracing the power of generative AI. In our workshops, we have witnessed exciting use cases that have sparked enthusiasm among participants. Some of the prominent industry use cases include:

Healthcare

• Carry medical assistance in your pocket with an AI physician’s assistant, allowing doctors to focus on patients rather than paperwork.
• Get a personalized workout routine from an AI personal trainer that tailors its advice from a library of fitness videos and regimens.
• Enable precision quality control by evaluating healthcare provider performance using statistical analysis of clinical data.

Employee Support

• Instill company wisdom with an HR chatbot that answers policy questions 24/7, guiding employees with institutional knowledge.
• Automate headshot quality by leveraging AI to ensure polished employee profile pictures, optimized with studio-quality lighting and touch-ups.
• Quickly find answers with a large language model (LLM)-generated knowledge base, providing a personalized, up-to-date employee handbook.

Customer Support

• Deliver instant, personalized support with chatbots that engage customers using natural conversations and contextual understanding.
• Remember each customer via support bots that tap into full histories and preferences for tailored, seamless issue resolution.
• Make better decisions with accurate forecasting at your fingertips, powered by an AI assistant that predicts outcomes using past data.

Visual-based

• Accelerate game development by leveraging AI to automatically generate graphics and visual assets.
• Gain actionable insights by analyzing videos with AI to identify trends, movements, and anomalies.
• Automate custom illustrations using AI to create original drawings for children’s books, sparking young imaginations.
• Condense information into dynamic videos, transforming documents into shareable lessons with AI-generated animations.

Bridging Gaps

• Make data accessible by automatically translating complex financial reports into plain language for any audience.
• Drive personalized recommendations by using AI to analyze assessment data and propose customized teaching strategies.

Successful Prompting Techniques

In addition to exploring use cases, workshop participants are eager to understand how to effectively interact with generative models, particularly in terms of prompting. Prompting is the art of guiding an LLM with input to elicit the desired response. Throughout our workshops, attendees share and unlock effective techniques for prompting, including:

• Establishing the LLM’s expertise and role upfront in the prompt to ensure it understands its persona.
• Restating prompts to ensure the LLM correctly processes the input.
• Using structured instructions for clarity, such as “summarize the input: [text].”
• Asking the LLM to craft specific prompts tailored to individual needs.
• Streamlining prompts similar to conducting Google searches – avoiding unnecessary fluff.
• Organizing prompts with lists or dictionaries for better structure.
• Inserting “variables” into the prompt to allow users to customize it by changing the variable words.
• Experimenting with multiple approaches to prompting, combining personal creativity with industry knowledge.

Join Our Next Generative AI Workshop

If you are a startup or small business looking for inspiration on how to use generative AI, we invite you to attend our next Generative AI Workshop. The workshop provides a deep dive and demos on the upcoming Google Cloud gen AI product portfolio, offering strategies to implement cutting-edge gen AI solutions for a competitive advantage. Additionally, attendees have the opportunity to receive free credits to labs with a sandbox environment, enabling them to experiment and kickstart their generative AI journey.

The future is generative, and by joining us, you can propel your startup forward.

To learn more about how Google Cloud can help your startup, visit our page here for more information about our program, where startups can get up to $200,000 USD (up to $350,000 USD for AI startups) in Google Cloud and Firebase cost coverage over 2 years, as well as technical training, business support, and Google-wide offers.