The challenge
Mount Vernon, New York is a city of 75,000 in Westchester County with a long-running record of problems around government transparency, fiscal accountability, and civic trust. The need for an independent watchdog is obvious. One of the reasons no one has built one is bandwidth: reading meeting minutes, filing records requests, parsing budget documents, producing a newsletter, and maintaining a public-facing site is the work of a small team. Most communities the size of Mount Vernon can’t sustain one.
My premise of MVCIP was to test what an AI-native workflow could do about that math. If research, editorial, design, and records work all ran through Claude as the core tool, with humans in the loop where judgment and source relationships matter, how much accountability output could a small operation produce on a sustainable basis?
What we built
Research workflow: Claude drafted records requests under New York’s Freedom of Information Law, analyzed the responses, and parsed city budget and contract documents for patterns worth reporting. Outputs were checked against source materials before they shaped what got published.
Editorial workflow: Every piece went through Claude-powered pipelines for fact-checking, copy editing, formatting, and publishing preparation before it went live, regardless of how it was written. Claude ran throughout the editorial work, from research and drafting to final polish. Voice and news judgment stayed human.
Design workflow: Graphics for posts, social cards, and site illustrations came out of Claude via Adobe pipelines. Each piece was brand-checked at the editing stage before publishing.
Operations workflow: SEO, metadata, routine WordPress site updates, and editorial calendar maintenance all ran as AI-assisted pipelines. The model proposed changes; I reviewed and committed.
Human in the loop: The founding team directed the work, set the news judgment, and talked to sources. I set up and ran the communications and operations infrastructure: website, newsletter platform, and workflow systems. The model handled the analytical lift and the drafting, which is where small advocacy operations usually run out of hours.
Organizational formation: MVCIP was established as a New York State nonprofit. The governance framework, bylaws, founding board composition, and initial committee structure were developed collaboratively. A three-year strategic plan set the path for fundraising, communications, governance, and the move from volunteer startup to durable advocacy operation.
Results
- Eight-workflow AI pipeline built across research, editorial, design, and operations
- Nonprofit incorporated and operational; 501(c)(3) status pending
- Website, newsletter, and editorial calendar launched and in production
- Founding board seated across legal, fundraising, editorial, and multimedia expertise
- Readership built for accountability coverage of Mount Vernon government
Context: A decade of civic leadership
MVCIP builds on ten years of direct civic engagement in Mount Vernon:
- President, Oakwood Heights Homeowners Association (2017–2024): Built one of the city’s most active civic groups. Created a COVID-19 emergency safety network for vulnerable residents. Organized community forums on urban planning and transparency.
- Charter Revision Commission (2019–2020): Contributed to public policy proposals on fiscal transparency and governance reform. All ballot proposals passed with 95% voter support in 2020.
- Police Reform Commission (2020–2021): Authored the transparency chapter of Mount Vernon’s Police Reform Plan under Governor Cuomo’s Executive Order 203.
- Cable Television Advisory Committee (2021–2022): Vice Chairman. Provided guidance on allocating $1.2 million in annual cable franchise fees and PEG grants.
- Comprehensive Plan Advisory Committee (2022–2025): Contributed to the city’s long-term planning policies.
- Election Forum Organizer (2018–2022): Organized and hosted candidate forums for mayoral, city council, comptroller, and school board races.