AI Chat Interface
Designing a Conversational AI Experience for Cloud Infrastructure
Designing a Conversational AI Experience for Cloud Infrastructure
Pulumi
Sr. UX/UI Designer
Figma
AI is transforming how users interact with technology—and cloud infrastructure is no exception. In 2023, Pulumi launched Pulumi AI, a generative AI tool designed to help developers solve complex cloud problems using Infrastructure-as-Code. Building on that success, Pulumi introduced Pulumi Copilot, a conversational chat interface integrated into Pulumi Cloud. Copilot empowers users to manage infrastructure, troubleshoot issues, and gain insights using natural language—making cloud workflows faster and more accessible.
While Copilot’s core functionality was established, several pain points presented opportunities for design refinement:
These challenges allowed for a fresh design approach that balanced visual enhancement with functionality.
I drew inspiration from both developer-focused and consumer-facing chat UIs, such as Slack and ChatGPT, which provided insights into creating a seamless conversational flow. Additionally, I kept Pulumi’s brand palette and clean design language in mind to ensure Copilot felt like an integrated part of the platform.
(with noted updates and changes from the alternate Dark Theme)
Pulumi Copilot is part of a broader effort to simplify cloud infrastructure management through AI-powered conversational interfaces. This project aims to provide developers with faster, more efficient workflows, allowing for easy access to cloud insights and management through natural language interactions. Copilot is just the beginning of Pulumi’s journey into AI-driven cloud solutions.
30% increase in Copilot usage within the first 4 weeks of launch, indicating strong initial adoption.
25% reduction in time-to-resolution for common infrastructure issues, based on user interactions logged through Copilot.
Zero critical usability issues reported during QA testing after implementation of the new UI components.
15% boost in daily active users interacting with Pulumi Cloud’s AI features.
Fitts’s Law states that the time required to move to a target is a function of the distance to and size of the target. This principle helped guide the design by ensuring key elements, like the input field and prompts, were large and easily accessible, reducing interaction time and making the interface more intuitive and responsive.
Through a wide variety of mobile applications, we’ve developed a unique visual system and strategy that can be applied across the spectrum of available applications.
So, just like identifying stocks with growth potential, pinpointing toxic stocks and offloading them at the right time is crucial to guard one’s portfolio from big losses or make profits by short selling them.
Heska Corporation HSKA, Tandem Diabetes Care, Inc. TNDM, Credit Suisse Group CS,Zalando SE ZLNDY and Las Vegas Sands LVS are a few such toxic stocks.Screening Criteria
Through a wide variety of mobile applications, we’ve developed a unique visual system and strategy that can be applied across the spectrum of available applications.
A strategy is a general plan to achieve one or more long-term.
UI/UX Design, Art Direction, A design is a plan or specification for art.
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Quis ipsum suspendisse ultrices gravida. Risus commod viverra maecenas accumsan lacus vel facilisis. ut labore et dolore magna aliqua.
There are always some stocks, which illusively scale lofty heights in a given time period. However, the good show doesn’t last for these overblown toxic stocks as their current price is not justified by their fundamental strength.
Toxic companies are usually characterized by huge debt loads and are vulnerable to external shocks. Accurately identifying such bloated stocks and getting rid of them at the right time can protect your portfolio.
Overpricing of these toxic stocks can be attributed to either an irrational enthusiasm surrounding them or some serious fundamental drawbacks. If you own such bubble stocks for an inordinate period of time, you are bound to see a massive erosion of wealth.
However, if you can precisely spot such toxic stocks, you may gain by resorting to an investing strategy called short selling. This strategy allows one to sell a stock first and then buy it when the price falls.
While short selling excels in bear markets, it typically loses money in bull markets.
So, just like identifying stocks with growth potential, pinpointing toxic stocks and offloading them at the right time is crucial to guard one’s portfolio from big losses or make profits by short selling them. Heska Corporation HSKA, Tandem Diabetes Care, Inc. TNDM, Credit Suisse Group CS,Zalando SE ZLNDY and Las Vegas Sands LVS are a few such toxic stocks.Screening Criteria
Through a wide variety of mobile applications, we’ve developed a unique visual system and strategy that can be applied across the spectrum of available applications.
A strategy is a general plan to achieve one or more long-term.
UI/UX Design, Art Direction, A design is a plan or specification for art.
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Quis ipsum suspendisse ultrices gravida. Risus commod viverra maecenas accumsan lacus vel facilisis. ut labore et dolore magna aliqua.
There are always some stocks, which illusively scale lofty heights in a given time period. However, the good show doesn’t last for these overblown toxic stocks as their current price is not justified by their fundamental strength.
Toxic companies are usually characterized by huge debt loads and are vulnerable to external shocks. Accurately identifying such bloated stocks and getting rid of them at the right time can protect your portfolio.
Overpricing of these toxic stocks can be attributed to either an irrational enthusiasm surrounding them or some serious fundamental drawbacks. If you own such bubble stocks for an inordinate period of time, you are bound to see a massive erosion of wealth.
However, if you can precisely spot such toxic stocks, you may gain by resorting to an investing strategy called short selling. This strategy allows one to sell a stock first and then buy it when the price falls.
While short selling excels in bear markets, it typically loses money in bull markets.
So, just like identifying stocks with growth potential, pinpointing toxic stocks and offloading them at the right time is crucial to guard one’s portfolio from big losses or make profits by short selling them. Heska Corporation HSKA, Tandem Diabetes Care, Inc. TNDM, Credit Suisse Group CS,Zalando SE ZLNDY and Las Vegas Sands LVS are a few such toxic stocks.Screening Criteria
Through a wide variety of mobile applications, we’ve developed a unique visual system and strategy that can be applied across the spectrum of available applications.
A strategy is a general plan to achieve one or more long-term.
UI/UX Design, Art Direction, A design is a plan or specification for art.
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Quis ipsum suspendisse ultrices gravida. Risus commod viverra maecenas accumsan lacus vel facilisis. ut labore et dolore magna aliqua.
There are always some stocks, which illusively scale lofty heights in a given time period. However, the good show doesn’t last for these overblown toxic stocks as their current price is not justified by their fundamental strength.
Toxic companies are usually characterized by huge debt loads and are vulnerable to external shocks. Accurately identifying such bloated stocks and getting rid of them at the right time can protect your portfolio.
Overpricing of these toxic stocks can be attributed to either an irrational enthusiasm surrounding them or some serious fundamental drawbacks. If you own such bubble stocks for an inordinate period of time, you are bound to see a massive erosion of wealth.
However, if you can precisely spot such toxic stocks, you may gain by resorting to an investing strategy called short selling. This strategy allows one to sell a stock first and then buy it when the price falls.
While short selling excels in bear markets, it typically loses money in bull markets.
So, just like identifying stocks with growth potential, pinpointing toxic stocks and offloading them at the right time is crucial to guard one’s portfolio from big losses or make profits by short selling them. Heska Corporation HSKA, Tandem Diabetes Care, Inc. TNDM, Credit Suisse Group CS,Zalando SE ZLNDY and Las Vegas Sands LVS are a few such toxic stocks.Screening Criteria