Designing AI Copilots Users Actually Use

Every software company is racing to add an AI Copilot. The feature ships, the demo looks magical, and then real users touch it and something falls apart. They don’t trust the output. They can’t tell when the AI is confident or when it’s guessing. The model was never the problem. The interface around it was.

The 2026 B2B SaaS AI Design System Playbook

A B2B SaaS guide to the new AI design system components needed for intelligent products, from confidence states and review flows to audit trails and human override.

Design System, AI, UI Kit, Style Guide, SaaS, AI UX SeriesJeffJune 15, 2026The Skins FactoryDesign System, AI, Ui Kit, Style Guide, SaaSComment

The 2026 Glossary of AI Design System Components for B2B SaaS

An in-depth companion glossary to The 2026 B2B SaaS AI Design System Playbook, defining the new design system components needed in the age of AI UI/UX design.

AI, Design System, UI Kit, Style Guide, SaaS, AI UX SeriesJeffJune 15, 2026The Skins FactoryAI, Design System, UI Kit, Style Guide, SaaSComment

AI Agent UX Design: What the Interface Needs to Get Right

AI agents don't assist. They act. They execute tasks, make decisions, and operate autonomously. Not when prompted. Continuously. But what should the interface look like when the software is the one in control?

AI, Dashboards, and Adaptive UI: Why the Hybrid Model Wins

The interface isn't dead. It's evolving. For years, the prediction has been the same... AI will replace interfaces, dashboards will disappear, everything becomes a prompt. I'm not saying companies won't try, I'm saying users won't accept it.

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