Training Data

Making Cities Awesome: Peregrine’s Nick Noone & Ben Rudolph

Dienstag, 1. September 2026 · 52 min

MP3

Shownotes

Most public safety technology companies grow by collecting more data. Peregrine inverted the model: no sensors, no new data, a business built on connecting the data and information cities already own. Co-founders Nick Noone and Ben Rudolph received more than two dozen no's before San Pablo PD let them in the door in February 2018. Today, Peregrine powers law enforcement, emergency medical services, fire and rescue, and other services in more than 400 cities and communities globally. Nick and Ben explain their north star for data sovereignty, and discuss how Peregrine's philosophy and privacy-first approach to data access and ownership preserves individual privacy and cities' sovereignty. They walk through how AI and long-horizon agents are being deployed: a cold case agent that reproduced an exoneration detectives had reached by hand, a Wisconsin county that placed a suspect using cell records buried in 300GB of evidence, identifying threats to a synagogue, root-causing an escalation in weather-related incidents, and more.

Introduction

What Forward Deployed Engineering Means

What Silicon Valley Gets Wrong

UNHCR, Dimagi And Downstream Data Problems

Why Cities, Why Safety

Two Dozen Nos And San Pablo PD

Building Through Defund The Police

The Inversion Of The Collection Model

Data Ownership And Governance

From Nice Search To Deep Analysis

Agents Writing The Integrations

The Cold Case Agent

The Anti-Network-Effect Proposition

Facial Recognition And Hard Decisions

Technology For The Underdogs

Trusting The Individual Contributor

Ten Thousand Cities

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