Business idea · SaaS
AI-Powered Public Safety Solutions
AI-Powered Public Safety Solutions is a security system utilizing AI to improve public safety by accurately identifying vehicles involved in criminal activity, thereby reducing police errors. It was pitched on My First Million, hosted by Sam Parr and Shaan Puri, in the episode "Weird ways Ben Horowitz makes Founders more confident" (aired December 1, 2025).
At a glance
| Podcast | My First Million |
|---|---|
| Hosted by | Sam Parr and Shaan Puri |
| Episode | Weird ways Ben Horowitz makes Founders more confident |
| Aired | December 1, 2025 |
| Category | SaaS |
| Real companies on the episode | Hampton, Cobalt Metals, Flock Safety, Paid in Full Foundation, Stripe, OpenAI |
The problem it solves
Misidentification in high-stakes situations can lead to dangerous confrontations between police and civilians; this system enhances situational awareness and safety.
How it makes money
The business could operate on a subscription basis for municipalities and law enforcement agencies that need ongoing access to the system.
Skills you need
Expertise in AI, surveillance technology, law enforcement protocols, and software development.
The market, and why this works now
Advancements in facial recognition technology, such as Amazon Rekognition, make AI-powered public safety solutions feasible now. A potential first-revenue move could involve advertising the service in local government newsletters or city chamber-of-commerce directories to reach municipalities interested in enhancing public safety. One risk to consider is the regulatory friction surrounding surveillance technologies, as varying state laws may impact deployment and acceptance in different jurisdictions.
Our analysis, written after the episode. Not a quote from the show.
Real companies discussed on this episode
- Hampton
A membership organization that connects entrepreneurs to provide accountability and support for business growth.
- Cobalt Metals
A company that uses AI to analyze dirt samples to locate valuable minerals like copper deep underground.
- Flock Safety
A technology company that provides a camera system utilizing AI to improve public safety by aiding law enforcement.
- Paid in Full Foundation
A charity that provides pensions to early hip-hop artists, recognizing their contributions to the music industry.
- Stripe
Stripe is a technology company that builds economic infrastructure for the internet, allowing businesses to accept payments, send payouts, and manage their businesses online.
- OpenAI
OpenAI is an artificial intelligence research organization that aims to ensure that artificial general intelligence benefits all of humanity.
Where this idea came from
Podcast: My First Million, hosted by Sam Parr and Shaan Puri
Episode: Weird ways Ben Horowitz makes Founders more confident
Aired:
Summarized from the episode transcript. The show does not say which speaker raised each idea, so we credit the show, not a person.