How to Design UX for AI Products
Designing for AI requires a different mental model than traditional software. Users need to understand what the AI can do, when to trust it, and how to course-correct when it gets things wrong...
OmniSenseLab is an AI Product UX Design Consultancy based in Los Angeles, CA, United States. Founded by Saikat Mandal, a senior design leader with over 15 years of experience at Google, Kaiser Permanente, and NetApp, OmniSenseLab provides end-to-end AI product UX design and strategy services for startups and enterprise teams.
We help organizations design intuitive, human-centered AI products — including Large Language Model (LLM) applications, AI copilots, conversational interfaces, and generative AI tools. Our mission is to bridge the gap between cutting-edge artificial intelligence and the humans who use it.
Contact: hello@omnisenselab.com — Los Angeles Metropolitan Area, CA, USA
AI Interface Design · LLM Products · AI Copilots
We help companies design intuitive AI-powered products, LLM interfaces, and AI copilots through research-driven product design.
Our Team Members Have Worked With












What We Do
Design user experiences for AI-powered products including LLM applications, AI copilots, and machine learning systems.
Design chat-based and voice interfaces that enable natural interaction with AI assistants.
Create embedded AI assistants that help users complete tasks within enterprise and SaaS products.
Integrate AI capabilities into SaaS platforms through intuitive workflows and explainable AI interfaces.
Conduct research to understand user expectations, trust, and behavior when interacting with AI systems.
Shape the direction, scope, and feasibility of AI initiatives — from opportunity identification through roadmap execution.
Industries
Design and launch AI-first products powered by LLMs, automation, and machine learning.
Embed AI copilots and generative features into existing SaaS platforms.
Design AI-powered internal tools and productivity systems for large organizations.
Methodology
Identify high-value AI use cases within products.
Design intuitive interactions between users and AI systems.
Test AI behaviors and user understanding.
Deliver scalable UX patterns and AI design systems.
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We believe that the best AI implementations aren't just about deploying the latest model—they are about the humans at the controls. We exist to bridge the gap between cutting-edge artificial intelligence and human-centric design, transforming abstract technical concepts into intuitive, shippable, and user-centered digital experiences. Our mission is to help organizations and early-stage startups navigate the hype and doom cycle of AI, moving teams from mere "AI tinkering" to true AI fluency.

Senior design leader with over 15 years of experience at industry giants like Google, Kaiser Permanente, NetApp, and Panasonic, Saikat specializes in designing for Large Language Models (LLMs), conversational UIs, and autonomous agents. He excels at rapidly prototyping complex AI feedback loops and creating scalable frameworks that gracefully handle unpredictable AI outputs while maintaining user trust.
Whether you need to scale an enterprise application or bring a new AI startup vision to life, we possess the technical fluency and artistic insight to make it happen. If you are ready to build an AI strategy that puts your people first and turns buzzword promises into usable tools, let's make it great together.
FAQ
Social proof
Saikat is an outstanding and diligent leader in user experience. He worked as an extension of my team for several years and he continually brought a fresh customer & partner first lens to everything we did and best of all he would follow it up by proactively developing out detailed designs, working extensively with a network of roles across the company and take ownership with a 'get things done' drive. I'd love to work with Saikat again, he can increase the impact of any team.

Mike Bruemmer
Vice President of Commerce at NetApp