CustOS.ai, an AI governance platform that helps organizations monitor, manage, and maintain compliance across AI agent deployments, needed a product interface for a problem space with almost no established design conventions yet. Palash Sarkar took on the challenge.
The Challenge
Enterprise AI governance is a genuinely new category — there was no well-worn UI pattern library to lean on. The client needed real-time monitoring dashboards, agent performance analytics, compliance reporting, and governance workflow tools, all serving technical and non-technical stakeholders within the same organization. Palash Sarkar was brought in for his experience designing dense, data-heavy enterprise interfaces that stay usable under real operational pressure.
Palash Sarkar's Design Approach
Palash Sarkar designed the product interface balancing information density with visual clarity, ensuring complex AI operations data is immediately understandable rather than requiring a training session to interpret. Dashboards were structured so the most urgent compliance or performance signals surface first, with drill-down detail available but not forced onto the primary view. This kind of enterprise UX work leans heavily on strong information architecture — deciding what belongs on the main screen versus one click away is as important as any visual decision.
The Result
CustOS.ai now has monitoring dashboards, analytics, and compliance reporting tools that make a genuinely complex operational domain legible at a glance — a meaningful outcome in a category where the underlying data (AI agent behavior, governance rules, compliance status) is inherently abstract and hard to visualize well.
Key Takeaways
Designing for an emerging category like AI governance means there's no existing playbook to copy — Palash Sarkar's approach relied on first-principles information architecture rather than borrowed patterns, which is exactly what a genuinely new product category demands.
Looking for a UI/UX designer? Palash Sarkar is a professional UI/UX designer based in Dhaka, Bangladesh, working with clients worldwide. Book a free 30-minute consultation to talk through your project.