Open Arsenal

Collective Intelligence for Real Change.

Resolva is an open-source AI-powered platform designed to transform complaints into actionable solutions through collaboration, transparency, and intelligent problem solving. Instead of treating complaints as noise or burying them in support systems, Resolva turns user frustrations into structured insights that developers, communities, and organizations can use to improve software, services, and public systems. The platform combines artificial intelligence with collective decision-making to help identify problems, generate alternative approaches, and guide meaningful improvements.

At the core of Resolva is an AI complaint interpretation engine that analyzes user feedback and converts it into structured problem reports. The system identifies affected features, possible root causes, technical concerns, and design weaknesses. Rather than simply collecting emotional or vague feedback, Resolva translates complaints into actionable development information that teams can use to create better solutions. Similar reports are automatically clustered together, allowing organizations to identify widespread issues and prioritize the problems affecting the largest number of users.

Resolva also includes an AI solution generation system capable of proposing multiple redesigns or implementation paths for a reported issue. Users and developers can compare alternative approaches, discuss tradeoffs, and collaboratively refine proposals before implementation begins. The platform can generate prototype concepts, UI suggestions, backend architecture ideas, API recommendations, and feature redesigns, helping move projects from complaint to actionable development plans much faster than traditional feedback systems.

Community collaboration is a major part of the Resolva ecosystem. Users can vote on proposals, participate in structured design discussions, contribute fixes, and help shape the direction of projects. Reputation systems and contributor recognition encourage meaningful participation, while public problem dashboards and dissatisfaction heat maps help organizations remain transparent about ongoing issues and improvement priorities. Developers can also create forks, experimental versions, or alternative implementations directly from community-supported proposals.

Resolva is designed to extend beyond traditional software feedback. The platform can also support civic infrastructure, public services, and organizational accountability systems. Communities can use Resolva to improve government websites, public tools, accessibility systems, and social platforms by combining public feedback with AI-assisted analysis and collaborative development. With privacy-focused reporting features, encrypted complaint systems, and ethical impact analysis tools, Resolva aims to create a responsible framework for open problem solving and continuous improvement.