Side-by-side comparison of AI visibility scores, market position, and capabilities
Raleigh NC. Raised $11M. Community engagement and public participation platform for government agencies to gather resident input on plans, projects, and policies.
PublicInput is a Raleigh, North Carolina-based community engagement platform founded in 2013 that has raised $11M in funding. The company provides government agencies with a multi-channel platform for conducting public participation processes, collecting resident feedback, and demonstrating community engagement for federally funded projects. PublicInput helps planners and communications staff replace fragmented email, phone, and paper-based feedback collection with a unified digital engagement system.\n\nThe platform supports a range of engagement methods including online surveys, interactive project maps, virtual public meetings, email and SMS outreach, and multilingual translation for diverse communities. PublicInput automatically aggregates feedback from all channels into a single database, making it easy for agencies to analyze sentiment, identify themes, and generate the public participation reports required for transportation, land use, and infrastructure project grants.\n\nPublicInput targets municipal planning departments, metropolitan planning organizations (MPOs), transportation agencies, and utilities that need to conduct structured public participation processes. It competes with Zencity, Polco, Engagement HQ, and Bang the Table. PublicInput differentiates through its strong support for federally required public participation documentation, its multi-channel outreach capabilities, and its expertise in transportation and land use planning engagement.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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