About Us GroundVue is a civic technology organization and public benefit corporation focused on helping public leaders learn from local government decisions across communities through AI-enabled and social science-informed policy intelligence. We provide policy intelligence for the people who govern by using AI and social science to analyze local government meetings, reveal real-time policy priorities, and support better public decision-making. Submitter's Note: This StratML rendition was compiled from the source by ChatGPT and edited in the form at https://stratml.us/forms/Claude/Part1.html GroundVue, Inc. GRNDV 4a0f629f-eb3f-465e-9fee-f5509c12eca1 GroundVue is a public benefit corporation with a fiscal-sponsored nonprofit 501(c)(3). We are solely funded by mission-aligned impact investors and philanthropic institutions. State & Local Governments Public institutions responsible for making and implementing decisions in communities across America.^^ Public Leaders Decision-makers who need timely, trustworthy, and actionable policy insights.^^ Communities Residents and places affected by state and local public decisions and their outcomes.^^ Impact Investors and Philanthropic Institutions Mission-aligned impact investors and philanthropic institutions ~ Funding stakeholders supporting GroundVue's public-purpose work.^^ Founding Team Built by civic tech leaders and policy experts who have delivered across federal, state, and local government.^^ Shannon Arvizu, Ph.D. Chief Executive Officer | Sociologist and public sector data strategist. ^^ Former Senior Advisor to the White House Chief Data Scientist and U.S. Department of Commerce. ^^ Led data strategy for a $12B agency. Founder of Counties R.I.S.E. at UC Berkeley. Strategist for the City of San Jose.^^ Ann Lewis Chief Technology Officer ^^ Technology leader, product strategist, and public sector systems builder. ^^ Former Director of Technology Transformation Services (TTS) at the U.S. General Services Administration (GSA), where she led a team of ~700 technologists delivering platforms, products, and services across government.^^ Travis Hoppe, Ph.D. Chief AI Officer | Physicist, AI researcher, and health scientist. ^^ Former Chief AI Officer for the Centers for Disease Control and Prevention (CDC), and former White House Assistant Director of AI Research and Development at the Office of Science Technology Policy (OSTP). ^^ Led CDC's AI mission as its first Chief AI Officer (CAIO), launching the agency's first AI strategy and guiding national public health AI adoption. Communities across America benefit from smarter public decisions informed by trusted, shared learning about what works. c859be5d-9e20-4fd4-badc-78bfb5f7be13 To use AI and social science to analyze local government meeting records so public leaders can learn from peer communities and make informed decisions. 58b40719-d000-4ee8-b513-e03907ec2bfb Trust Build trusted civic data infrastructure for the long term. Evidence Base policy insights on verified public records and real policy discussions. Learning Enable leaders to learn across jurisdictions rather than operate in isolation. Efficiency Reduce delays, redundancies, and inefficiencies in public-sector analysis and decision support. Service Design tools around the real-world needs of public servants and the communities they serve. Policy Intelligence Provide timely, actionable policy intelligence that helps leaders understand real-time priorities in communities across America. ecd4e230-b0ad-460c-a106-e722adce0291 1 Public leaders Use policy insights to support budgeting, policymaking, and public messaging. Communities Benefit when decisions are better informed and more responsive to local conditions. Priorities Reveal real-time policy priorities in communities by transforming meeting records into verified policy insights. 66a10388-94c3-4d9b-9777-a9ca81e4da91 1.1 Decisions Help leaders understand what was decided, how decisions were framed, and what those decisions mean in context. cf11c7ac-ac3f-44a2-82b5-e75c259153a6 1.2 Outcomes Connect policy decisions to real-world outcomes so leaders can identify what is working in similar communities. bb4f73c9-2880-4b18-8236-e0b613ce98da 1.3 Decisions Accelerate and improve public decision-making by reducing the time and manual effort required to analyze local government policy activity. 5611947d-d39a-4157-af34-2b59a9001591 2 State policymakers Need cross-county and statewide insight to coordinate policy responses. County leaders Need evidence from peer jurisdictions to strengthen local fiscal and policy choices. Nonprofit teams Need localized intelligence to target services and identify gaps in community efforts. Campaigns and advisors Need grounded insight into community debates and concerns. Analysis Cut analysis time by up to 90 percent so users can go from weeks of research to answers in a day. 6def7c07-1ab7-47c6-9e3a-6176833cb67a 2.1 Insights Enable faster decisions on budgeting, policy, and messaging through clear and timely insights. 04ee7d17-eba9-40b3-b48b-08f0ebb221b3 2.2 Data Eliminate manual data gathering and transcript-by-transcript review in policy research workflows. a806e652-591b-4faf-a2cb-4bea6d7c6601 2.3 Reuse Help leaders stop reinventing the wheel by showing what is already working in similar communities. 03755ea0-57a7-4405-862c-1f703a2f7eaa 2.4 Meetings Apply AI and social science methods to turn raw government meeting data into structured, searchable, and interpretable policy intelligence. a1396c9e-1c47-4937-88ee-67f9ca250309 3 GroundVue states that its approach is not another AI transcript tool. It emphasizes policy actions rather than transcripts, sociological analysis rather than AI alone, cross-jurisdictional learning rather than search alone, and design for public leaders rather than private interests. Data Gather local government meeting data at scale from public sources across jurisdictions. 8472c384-fbfd-4972-9ac4-dd62b000e857 3.1 Insights Structure raw meeting data into searchable policy insights using AI and social science methods. 076de245-c941-42e6-8e22-af2974184bb4 3.2 Patterns Connect decisions across communities to reveal patterns that no single jurisdiction can see alone. a84f6802-de71-466f-901c-068a1152551b 3.3 Presentations Organize insights for the way public leaders actually work, including briefings, search, and monitoring. 3c1f63d4-25aa-4557-acc9-c67b9855d885 3.4 Rationales & Tradeoffs Surface why decisions were made and what rationales and tradeoffs shaped them through frame analysis rooted in social science. 8383da88-f319-4e60-a77a-0ef5ce9f5764 3.5 Use Cases Support concrete public-purpose use cases in which leaders and advisors use policy intelligence to address recurring community challenges. eabaee02-2ffe-4166-be78-23457d5c80ad 4 Planning Support statewide planning by helping policymakers understand how counties are handling issues such as data center development, zoning, infrastructure, and community sentiment. bc5b3761-ebad-4765-adc1-afc329c0cd1a 4.1 State policymakers Use GroundVue to inform coordinated statewide policy. Hospital Funding Support county executives in comparing approaches to improve public hospital funding and identifying evidence-backed practices from similar counties. 9b93ddbd-e8ca-4adb-aa07-17552c33398d 4.2 County leaders Use peer evidence to strengthen fiscal health and service delivery. Food Insecurity Support nonprofit leaders in tracking how nearby cities address food insecurity, identifying gaps, and targeting services based on neighboring community actions. 6021d102-56d9-4527-b88e-48e8a1ac391b 4.3 Nonprofit teams Use policy intelligence to strengthen community food security efforts. Messaging Support campaigns and advisors in analyzing debates about the economy, workforce programs, and job creation so messaging reflects actual community discussion rather than general polling alone. 091f6ba5-cb34-4e05-aedd-14cb96e79deb 4.4 Campaigns and advisors Use grounded community insight to shape public communications and strategy. Infrastructure & Capacity Build durable, trusted civic data infrastructure and organizational capacity to support long-term public-sector learning and better outcomes. 6cb8a619-19c4-4c0f-8e9c-4fc3ce70f932 5 GroundVue, Inc. Serves as the organizational vehicle for building and sustaining the platform. Data Build the country's most trusted data source for how public decisions are made. 36f700d7-d545-457f-9dc5-8e89d437a41c 5.1 Platform Leverage the founding team's experience in civic technology, policy, AI, data strategy, and public-sector systems to deliver the platform across federal, state, and local contexts. 32691afc-cfe3-408f-9da4-cf2fbe2cfdf6 5.2 The founding team includes Shannon Arvizu, Ph.D., Chief Executive Officer; Ann Lewis, Chief Technology Officer; and Travis Hoppe, Ph.D., Chief AI Officer. Stewardship Operate as a public benefit corporation with nonprofit affiliation and mission-aligned funding to preserve trust and public-purpose orientation. 718435fb-4daf-45c7-bb12-80685a983a13 5.3 Access & Engagement Maintain channels for early access, progress follow-up, and stakeholder engagement for those wishing to learn more about GroundVue. 370a1b7f-326e-45c5-a668-01a69fb9dd98 5.4 2026-04-14 https://www.groundvue.org/ Owen Ambur Owen.Ambur@verizon.net