WFGuard
Wildfire detection context, public hazard data, weather, geospatial reasoning, incident triage, preparedness, and AI-assisted briefings.
Boundary: emergency and preparedness actions, not facilities-maintenance work orders.
Public-interest technology
Applied AI for public information, safety, participation, and accountable decision support.
Avehar's public-interest work focuses on information and intelligence layers that help people and organizations understand conditions, communicate clearly, participate, and make better decisions.
Focus areas
Wildfire and emergency situational intelligence
Civic participation and community engagement
Accessible, multilingual public communication
Geospatial AI and public-data synthesis
Projects and research directions
These efforts are intentionally scoped around intelligence, communication, civic participation, and AI infrastructure rather than facilities or enterprise maintenance operations.
Sign For A Change
Petitions, community proposals, signatures, participation, volunteer action, and civic communication.
Boundary: civic participation, not government ERP or general enterprise operations.
Geospatial AI
Public datasets, environmental layers, spatial reasoning, map-based RAG, and AI-assisted synthesis.
Boundary: geospatial information and reasoning, not building-space or IWMS functionality.
Accessible Communication
Translation, plain-language rewriting, accessibility support, and multilingual communication patterns for public information.
Agentic Analysis
Multi-agent research for evidence gathering, summarization, evaluation, human review, and decision support.
Secure Integrations
NexPort and NexDB explore policy-controlled AI access to tools and structured data without taking over the connected system's business process.
Scope boundary
This work is not positioned as a government facilities, CMMS, IWMS, lease, property, or enterprise asset-management platform.
Public-interest projects focus on AI research, data synthesis, hazard intelligence, participation, communication, and secure technical integrations. Where a project connects to another operational system, the connected system remains responsible for its own business processes.
Collaboration
Discuss a public-interest AI or civic-technology project.
Share the public problem, data sources, communication need, or research question you want to explore.