The initial request
Let an agent trigger resolution notes.
A focused solution to a problem in one workflow.
ServiceNow / Now Assist Context Menu
I saw a platform opportunity inside a request to regenerate resolution notes. I initiated and led the design of a reusable AI component that helps people work with content without leaving their task.
Reframing the request
Resolution notes were generated automatically, but the underlying records did not always contain enough useful information. The initial proposal was to let agents choose when to generate them.
I saw a broader possibility: assistance that could begin with a person’s intent, refine something they had already written, or generate content when the context was ready.
The initial request
A focused solution to a problem in one workflow.
The direction I proposed
Support different intents and content types across the platform.
Making the idea tangible
I created a lightweight concept and shared it early with designers across the platform and business units.
Their use cases helped demonstrate that the same interaction could support resolution notes, chat, email, knowledge articles, analytics, and more. Those conversations helped build support for a shared component.
03 / Designing the experience
I kept assistance close to the field so people could work with AI in the context of the task.
People could review and refine a result before inserting or replacing content. Generating a response did not have to mean accepting it.
The experience accommodated both generating new content and refining existing text, giving adopting teams a shared interaction to build on.
Carrying it through
I partnered closely with Product and Engineering on behavior, configuration, technical constraints, build reviews, and scope.
Scenario-based guidance helped teams adapt the component to different models, prompts, and use cases. That meant thinking through the less obvious details as well as the main interaction.
The outcome
The component reached general availability in about a year and was adopted across business units.
Teams could build on a shared capability instead of designing the same interactions independently.
The foundation expanded from writing assistance into contextual AI across enterprise workflows.
The broader platform direction stayed connected to the behaviors, configuration, and interaction details needed to ship.
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