Writer’s Post

'GenAI-powered features' has become as standard and expected as saying 'internet-enabled' was. Yet, given the swift pace of #genai's evolution and its vast array of possibilities, we're still on the frontier of this transformation. Let's delve into the innovative methods leading tech companies employ to weave AI into their offerings. The categorization of AI features into five distinct groups: 1. Embedded Assistants: These AI-powered assistants, seamlessly integrated into the core product, are designed to augment the product's value proposition by offering personalized guidance, support, or functionality. For instance, - Microsoft’s Copilot: Integrated within their suite, assisting in code generation and productivity tasks. Copilot is integrated with Microsoft's suite of products to assist users in a variety of tasks. For example, within programming environments, it can help write and review code, thereby acting as an assistant to developers. - Quora's Poe: Poe is described as a chatbot powered by AI from various sources, which enables users to interact with different AI personalities. This embedded assistant allows for a conversational interface within the Quora ecosystem, assisting users by providing answers and engaging in dialogue. 2. New Standalone Products: AI technologies enable the creation of entirely new product offerings that stand apart from a company's core products. These products leverage AI's capabilities to meet specific market needs or solve unique problems, often opening up new revenue streams. An example could be Composer, an automated algo trading tool or Tome for PPT creation. 3. UX Enhancers: By focusing on the user experience, AI features in this category aim to simplify interactions, improve accessibility, and personalize the user journey. Whether it's through intelligent recommendations on a streaming platform, semantic search or voice-controlled navigation in an app, these enhancements make products more intuitive and enjoyable to use. Roblox's LLM-powered AI translation tool enhances the user experience by facilitating real-time, contextually accurate communication across different languages, thus connecting its global user base more seamlessly. 4. Productivity Boosters/Time Savers: AI-driven features designed to increase efficiency and save time are becoming increasingly crucial in both consumer and enterprise products. Startups like Essential AI and MultiOn are solving for automating mundane tasks. 5. ML Intelligence/Data Analysis: GenAI features in this category include building text2SQL applications and providing quick insights for data-driven decision-making. Stripe's Smart retries use AI to intelligently schedule transaction retries, increasing payment success rates. The integration of GenAI into the fabric of technology products is not just a trend—it's a transformation that's reshaping how we engage with digital tools and services. #llms #aiagents #llmops #generativeAI #vectordb

Choose the Best Tools for Developing Outstanding Applications Using AI

How to Choose the Best Tools for Developing Outstanding Applications Using AI

How to Choose the Best Tools for Developing Outstanding Applications Using AI

In the realm of application development, AI is not just a trend; it's a transformative force reshaping how developers approach problem-solving and user experience. By harnessing AI, developers unlock unprecedented capabilities, empowering creators to prioritize innovation while minimizing mundane workloads. Understanding AI's role means recognizing its potential to augment human decision-making rather than replace it. Embrace the synergy between human intuition and machine learning to craft outstanding applications. #AI #AppDevelopment #Innovation https://lnkd.in/g9GRk8DQ

In the realm of application development, AI is not just a trend; it's a transformative force reshaping how developers approach problem-solving and user experience. By harnessing AI, creators can unlock unprecedented capabilities, empowering innovation while minimizing mundane workloads. Understanding AI's role means recognizing its potential to augment human decision-making, offering personalized features that enhance user engagement and retention. As you navigate tools for integrating AI, consider how they align with your creative vision and business objectives. Embrace the synergy between human intuition and machine learning to craft outstanding applications. #AI #ApplicationDevelopment https://lnkd.in/g9GRk8DQ

AI is driving a generational shift in applications, shaping & redefining, while forming the core of a new, previously impossible, class of intelligent applications. This week at #MSBuild, learn how we help businesses achieve ambitious results! #AzureAI #MSFTAdvocate

In the realm of application development, AI isn't just a passing trend; it's a game-changer. By leveraging AI, developers can unlock new possibilities, from predictive analytics to intelligent automation, streamlining tasks and fostering innovation. Understanding AI's role means embracing its potential to enhance human decision-making, not replace it. As you navigate AI tools, prioritize alignment with your creative vision and business goals. Crafting outstanding applications requires a synergy between human intuition and machine learning. #AI #AppDevelopment https://lnkd.in/gqwEtctw

⛔ No, I will not start with automated AI responses on LinkedIn updates...⛔ 👍 Yes, we are working on all kinds of AI related projects. We never really shared anything on the topic. First of all, this medium is already overflowing with articles on the subject. Secondly, for us it's just another tool in the toolbox. Nevertheless we like to work on building AI apps, integrations and tools. We're integrating AI tools internally to automate and optimize our own processes as well. So, if you want to know more about some of our work in progress, read the blog below. 📲 No time to read? Just send me a DM if you want to get started with developing your own integrations or applications! https://lnkd.in/eaNWcJ4T