--- title: Transforming Cities image: https://ngui.org/hubfs/Imported%20sitepage%20images/photo-1562618817-253b06cf2b6e.jpeg --- [![andrewngui](https://ngui.org/hs-fs/hubfs/andrewngui.png?width=316&height=140&name=andrewngui.png "andrewngui")](https://ngui.org/?hsLang=en) # Innovation Quotient Andrew Ngui **transforms** complex challenges into **opportunities** through the **Innovation Quotient (IQx)**, his proprietary framework for **systematically** engineering **durable** innovation. This core methodology is the **engine** for his mission, to **engineer** more connected, resilient systems by deploying **modular and adaptive mental models** that create lasting, beneficial change. ### Get the IQx Framework ## Leveraging AI to Improve Quality of Life Andrew has distilled solutions to enhance daily life, streamline services, and bridge gaps in communities. His work with cities, academia, and think tanks has shaped responsible AI policy, advanced collaboration among public sector leaders, and accelerated the adoption of innovative technologies that benefit people where they live, work, and play.   ### How Kansas City is Outpacing the Storm *“In a disaster, seconds and minutes count. People’s lives are on the line.” Andrew Ngui, Chief Digital Officer, City of Kansas City, MO. Learn more about the [collaboration](https://x.company/blog/posts/bellwether-kansas-city/) between the City of Kansas City & Bellwether at X, The Moonshot Company…*     ## Applied AI & Digital Transformation [Human Centered AI Strategy](https://aicenterforgovernment.org/2026/04/16/ai-bright-spot-human-centered-ai-strategy-in-kansas-city/)  |  [Architecting the Future of Scalable Government](https://www.linkedin.com/pulse/architecting-future-scalable-government-andrew-ngui-fdlyc/?trackingId=dE8Mb6sCS%2Fe4EKODw33Gbg%3D%3D)  |  [The Dark Underside of the Shiny AI Widget](https://www.linkedin.com/pulse/dark-underside-shiny-ai-widget-andrew-ngui-wfqfc/?trackingId=j%2Bv6fG%2FBRmCWd1RvBv9d7A%3D%3D)  | [Bloomberg City Data Alliance](https://www.bloomberg.org/press/bloomberg-philanthropies-expands-international-city-data-alliance-with-15-new-municipalities-across-the-americas/)  |  [How Human Readiness is the API for Scaling AI Beyond the Pilot](https://govai.substack.com/p/human-readiness-is-the-api-for-scaling)  |  [Reimagining the Future of Government](https://govai.substack.com/p/reimagining-the-future-of-government)  |  [FIFA World Cup 2026](https://www.kshb.com/news/local-news/kcmo-hires-fellow-to-help-direct-world-cup-related-transportation-overhaul) &[Citywide Wayfinding](https://www.kshb.com/news/local-news/on-track-with-kc-city-works-to-upgrade-wayfinding)    ![35mm-film-photography-a-nighttime-cityscape](https://ngui.org/hubfs/freepik__35mm-film-photography-a-nighttime-cityscape-with-h__95319.png "35mm-film-photography-a-nighttime-cityscape") ## Keynotes, Panels & Innovation Sprints **2026** - **[15th Annual Municipal Finance Conference](https://www.brookings.edu/events/15th-annual-municipal-finance-conference/#:~:text=Andrew%20Ngui),** Brookings Institution - **[Bridges Public Sector AI Summit](https://bridges.starbridge.ai/#who-attends:~:text=Andrew%20Ngui),** Starbridge - [**AI Isn't Scary**](https://www.linkedin.com/posts/andrewngui_ai-isnt-scary-activity-7475145503781900288-rdvx?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAQtoIQBatJNz4E8Z4MzVK6lca1_hTTb1aY), UMKC SPARK - **[Reimagining AI Governance](https://vimeo.com/1201618718/a20ee73d9f),** Partners for Public Service - **Embedding AI innovation into everyday government processes,** City Innovation Network - **[How agencies are rethinking & reimagining Digital Government](https://info.govloop.com/how-agencies-are-rethinking-reimagining-digital-gov-recording?utm_campaign=31085182-2026-03-25-VS-Digital%20Gov&utm_medium=email&_hsenc=p2ANqtz-9fLwtZkIesuihCcOsC9xp_y4VwrkLhqapU5ME2yX1fg6m1FXV2nyvKF9xqj9aQ0UMxThgAnMGcVL34-freKcUvj697Ig&_hsmi=410758525&utm_content=410758525&utm_source=hs_email),** Govloop - **How to prepare for AI from a practical staff perspective**,FUSE Corps - **Integrating AI into City Governance**,City Innovation Network - **Accelerating Impact, a Practitioner's AI Journey powered by the GovAI Coalition**, NASED **2025** - **AI & Digital Transformation**, State of Fuse, FUSE Corps - **Procurement Innovation**, Rising Civic AI Leaders Program, Aspen Digital - **People-First Innovation: Making AI Meaningful**, GovAI Coalition - **Beyond the Pilot: Scaling AI Integration for Maximum Impact**, GovAI Coalition - **311 Bloomberg CDA Innovation Sprint**, City of Kansas City - **Major Event Preparation: Building lasting change in the City**, Cities Leadership Forum - **Get stuff done, actionable hacks on how to innovate from within**, Transcom - **Why listening is such a critical aspect in the innovation journey**, FUSE Corps - **First principles approach to innovation in corporate environments**, PSHRA Kansas City **2024** - **Citywide Data Summit**, City of Kansas City - **A Year in the Life of an Executive Innovation Fellow**, FUSE Corps - **Future of Rapid Transportation from Airport to Downtown**, City of Kansas City ([2024 APWA Management in Innovation Award](https://drive.google.com/file/d/1QYM7zsM2OCsjrlWCOf0FLeyAManSnpJE/view)) ## Global Innovation Movements The global community Andrew founded numbers over a thousand members from more than 100 countries, with hundreds of startups launched and millions raised. Some of the community’s most notable startups have experienced significant success.  ![1660940925087](https://ngui.org/hs-fs/hubfs/Imported%20sitepage%20images/1660940925087.png?width=1253&height=1000&name=1660940925087.png "1660940925087") ![photo-1562618817-253b06cf2b6e](https://ngui.org/hubfs/Imported%20sitepage%20images/photo-1562618817-253b06cf2b6e.jpeg) ### Global Partnerships Andrew helps leaders connect the dots by tapping into the knowledge and expertise of creatives, innovators, and professionals in cities. The innovation leadership programs he organized have led to global partnerships, businesses expanding to the US, and pilot projects launched. ![1660941091562](https://ngui.org/hubfs/Imported%20sitepage%20images/1660941091562.png) ### Transforming local communities Andrew worked with De & John Ingles on their startup [Wild Routed](https://wildrouted.com/?utm_source=entrepreneurshipreview&utm_medium=blogpost_link&utm_campaign=entrepreneurshipreview&utm_id=andrewngui) to inspire others to explore the outdoors. Their startup was featured in the local newspaper and subsequently in *[USA Today](https://www.usatoday.com/story/money/usaandmain/2021/07/02/wild-routed-mercantile-small-business-ideas-illinois-family-nature-covid/7841051002/?gnt-cfr=1)*. ## Engineering Responsible Innovation ![andrewngui-round](https://ngui.org/hubfs/Imported%20sitepage%20images/andrewngui-round.png "andrewngui-round") #### Andrew Ngui **About Andrew** An MIT-trained innovation leader, Andrew Ngui engineered the Innovation Quotient (IQx) framework to solve a critical challenge: ensuring complex technology is not just technically possible but organizationally successful. In leadership roles focused on digital transformation, he has delivered durable value by aligning new systems with operational realities. This includes developing foundational policies for the responsible deployment of AI and consistently working to enable experts and clear the path for their success. © 2025 Andrew Ngui. All Rights Reserved.