Dear Friends and Colleagues,

Too much modern intelligence infrastructure is priced and controlled as if only large institutions matter. That model excludes the communities that need better service delivery most. Cities, nonprofits, and local operators need systems that are affordable, auditable, and adaptable. Open source creates that path: lower barriers to entry, reduced lock-in risk, inspectable assumptions, and faster institutional learning. The objective is clear: diversify intelligence capacity so it serves all parts of society, not only those that can afford premium closed systems. This is a public-interest requirement, not a technical preference.

With resolve,
Nicholas A. Cerbone