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Confidence Comes from Control

<br><br>When you understand your AI, scaling feels safe.<br>LLUMO.ai gives teams the control they need.<br>https://www.llumo.ai/experiment

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Confidence Comes from Control

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  1. Case Study: How LLUMO AI redefined 360° LLM evaluation in healthcare? www.llumo.ai

  2. .….…………….…. ………………………. 360° LLM evaluation for healthcare firm Author’s note Dear Friend, Hope you're doing awesome! We did something super cool—we talked to AI experts from top MNCs like Microsoft, Google, Intel, Salesforce, etc. and got their top secrets on making awesome GenAI stuff. Then, we worked really, really hard to share all that key hacks with you in this guide. Guess what? We don't want to keep it just for ourselves. Nope! We want EVERYONE to have it for free! So, here's the deal: grab the guide, follow us on WhatsApp, and share it with your friends and your team. Let's make sure everyone gets to be a GenAI expert they desire to be for free! Why are we doing this? Because we're all in this together. We want YOU to be part of our GenAI revolution –LLUMO: Let’s go beyond LLMs. Thanks a bunch for being awesome! Catch you on WhatsApp! 2 www.llumo.ai ……………………………………………………………………………………………………….

  3. .….…………….…. ………………………. 360° LLM evaluation for healthcare firm Challenge A leading health tech company developed an AI system that generates personalized food charts based on user inputs like age, weight, goals, and food preferences. However, they faced challenges with: • Manual Evaluation: Evaluating the wide range of user inputs and outputs in production was a time-consuming manual process. • Limited Insights: Relying solely on user feedback and utilization data provided limited insights into model biases and potential hallucinations (nonsensical outputs). 3 www.llumo.ai ……………………………………………………………………………………………………….

  4. .….…………….…. ………………………. 360° LLM evaluation for healthcare firm Traditional Approach The company documented everything in a word document and relied on manual observation to validate food plans. User feedback and feature utilization data provided some guidance, but offered a limited view of overall performance. Limitations • Manual evaluation was inefficient and prone to human error. • Identifying hallucinations, biases, and refusal rates within the AI model required significant manual effort. Ensure AI Reliability with 360° LLM Visibility Give your team the tools to monitor drift, performance, and scalability for production-ready models. 4 www.llumo.ai ……………………………………………………………………………………………………….

  5. .….…………….…. ………………………. 360° LLM evaluation for healthcare firm How did LLUMO help? LLUMO AIs AI optimization tools addressed these challenges: 1. LLM Evaluation: This framework provided a 360° evaluation of the AI model in production, automatically identifying: • Hallucinations: Analyzed outputs for inconsistencies and illogical recommendations, flagging potential nonsensical food suggestions. • Bias: Detected potential biases within the model's recommendations, ensuring fair and personalized food plans for all users. • Refusals: Identified instances where the model failed to generate an appropriate response due to complex prompts or user input. 2. Streamlined Development & Real-Time Insights: By implementing LLUMO AI LLM Evaluation, the health tech platform achieved significant improvements: • Automated Evaluation: Automated LLM evaluation minimized the need for human oversight, saving an estimated 80% in human resource costs. • Reduced Hallucinations & Bias: Continuous monitoring helped identify and address potential inaccuracies and biases within the model's recommendations. • Improved User Experience: Reduced refusal rates led to a more user-friendly and reliable experience, with increased user satisfaction by 15%. 5 www.llumo.ai ……………………………………………………………………………………………………….

  6. .….…………….…. ………………………. 360° LLM evaluation for healthcare firm Conclusion LLUMO AIs empowered the health tech platform to optimize their AI-powered food chart generation system. Its LLM evaluation streamlined the development process, ensured output accuracy, and reduced potential bias. This case study demonstrates how LLUMO AI can help healthcare companies leverage AI to deliver reliable and personalized patient experiences. 6 www.llumo.ai ……………………………………………………………………………………………………….

  7. .….…………….…. ………………………. 360° LLM evaluation for healthcare firm LLUMO delivers a staggering 50x annual RoI. LLUMO AI compresses your tokens, cuts your 80% LLM cost 10x faster iteration cuts your time to market by 90% 1-click deploy saves you 30% in server costs. 7 www.llumo.ai ……………………………………………………………………………………………………….

  8. .….…………….…. ………………………. 360° LLM evaluation for healthcare firm What’s next? Prompting Smartly Why we built LLLUMO AI? The story Tips :successful high paid prompt engineer Blogs Podcast Leader AI hacks unveiled. Tips & tricks, unlock AI hacks 1-min quick demo Join community Discover LLLUMO AI Level up with the elite Want to remain updated on new GenAI, prompt and LLMs trend? Follow us on social media @llumoai 8 www.llumo.ai ……………………………………………………………………………………………………….

  9. .….…………….…. ………………………. 360° LLM evaluation for healthcare firm Want to cut LLM cost effortlessly? Try LLUMO and it will transform the way you build AI products, 80% cheaper and at 10x speed. 9 www.llumo.ai ……………………………………………………………………………………………………….

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