Aubergine Solutions published an article by Rupali Saini, Sr Product Designer exploring 8 UX patterns for designing AI agents.

AI is changing how products are built. We help companies build them right. Aubergine is an AI transformation and digital product company that helps innovation-driven organizations identify, design, and build intelligent products that create measurable business value. We combine product strategy, AI, design, and engineering to transform ideas into products people trust and adopt. Since 2013, we've partnered with startups, scaleups, and enterprises to deliver 400+ digital products across fintech, healthcare, enterprise software, education, logistics, connected devices, real estate, sustainability, and more. Whether it's building AI-native platforms, embedding AI into existing products, or automating business operations, our focus is the same: solving real problems through thoughtful product thinking and exceptional execution. Our consulting-led approach spans the entire product lifecycle, from research and strategy to UX, AI engineering, software development, and continuous product evolution. Every engagement is designed around one goal: creating products that deliver lasting impact for businesses and the people who use them. Today, we're proud to be trusted by ambitious companies around the world, recognized as a Red Dot Award winner, Great Place to Work® Certified, and consistently ranked among Clutch's top global B2B technology partners. Services • AI Strategy & Transformation • AI Product Development • AI Workflow Automation • Product Strategy & Research • UX/UI Design & Design Systems • Web Application Development • Mobile Application Development • Enterprise Software Development • Cloud & DevOps • Quality Engineering Industries FinTech • Healthcare • Enterprise Software • EdTech • Logistics • Connected Devices • Real Estate • Sustainability • Travel & Hospitality

Founded 2013