Conversational & Agentic AI

Product Design

Designing AI-native interfaces at enterprise scale from quick answers to complex, multi-step agentic workflows

TriNet provides HR and payroll support for over 23,000 businesses. Because the platform handles sensitive data for 500,000+ people, our move into AI had to be accurate and secure. I led design for these experiences across mobile and web establishing new interaction patterns for 500k+ users where no conventions existed. The work progressed from surfacing quick answers to enabling complex, multi-step agentic workflows across voice, text, and dynamic dashboards.

Quick Answers
A dashboard focused on surfacing quick answers, reducing the need to hunt through menus.

Voice & Chat
Allowing users to switch between text and voice to complete multi-step tasks, like requesting time off.

Assistant (Bottom Bar Exploration)
A persistent helper that can handle complex tasks in the background.

Assistant (FAB Exploration)
A persistent helper that can handle complex tasks in the background.

Other scenarios and edge cases

Successful quick answer

Unsuccessful: No info available + feedback

Unsuccessful: Do not understand

Dark mode and other interactions

Autosuggestions

Animated loaders

Other relevant links and feedback

Dynamic Dashboard
Interaction design for a conversational search, with dynamic dashboard

Inline Context
An exploration of page-aware AI. The system can read the user's specific time off plans to provide tailored feedback on compliance or other topics.

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iszimberg@gmail.com

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Isaac Zimberg

Get in touch

Let's Connect

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Isaac Zimberg

Get in touch

Let's Connect

iszimberg@gmail.com

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Isaac Zimberg