Startup Deploys 100+ AI Cameras to Make San Francisco Streets Searchable

A search engine for city streets

A 10-month-old startup called Orchestra has installed more than 100 street-facing cameras across San Francisco neighborhoods including SoMa, the Tenderloin, North Beach, and the Marina. The company plans to deploy 900 additional cameras across the city's commercial corridors within six months.

The business model centers on converting continuous high-definition video into structured data through AI analysis. Orchestra identifies objects, vehicles, and incidents in real time, then sells that processed information—not raw footage—to customers including law enforcement, insurance companies, autonomous vehicle developers, and real estate firms.

Cofounder and COO Stephania Stavropoulos describes the platform as "a search engine for the physical world." CEO Drake Burciaga, who dropped out of college in 2021 to build a parking startup before pivoting to Orchestra, calls the company's video data the "Erewhon of data" due to its premium quality.

Why it matters

Orchestra's rapid camera deployment comes as cities nationwide cancel contracts with surveillance technology providers over privacy concerns and security breaches. The startup's ability to scale—and avoid similar backlash—will test whether businesses and residents accept pervasive AI-enabled monitoring when companies promise not to share raw video feeds. The model could reshape how cities collect intelligence about street-level activity, or trigger new regulatory battles over urban surveillance infrastructure.

Business model and safeguards

Orchestra installs cameras free of charge on private business properties, creating a network that streams video around the clock. The company processes this footage through AI systems that blur faces and identify people by clothing and shoes rather than facial recognition.

The startup is currently raising a seed round and claims to be building "AGI for cities," with ambitions to expand to every major U.S. city. The company has developed an AI agent called "Robocop" that monitors San Francisco's public 911 dispatch data and automatically pulls relevant footage when high-priority incidents occur near its cameras, packaging the material into evidence files.

Orchestra does not yet work with the San Francisco Police Department but says it is pursuing the necessary approvals. The company reports receiving multiple weekly requests from businesses for camera installations and recently equipped an unnamed major San Francisco gym chain with its technology.

Privacy tensions

The expansion occurs against a backdrop of growing resistance to AI surveillance. More than 50 cities and counties have terminated contracts or deactivated cameras from Atlanta-based Flock Safety since early last year, driven by privacy concerns and documented security vulnerabilities.

Orchestra's leadership team—which includes former Citadel compliance executive Bruno Beccaria and MIT-trained computer scientist Michael Coen—says it restricts access to raw footage and never sells it to customers. The founders claim they vet potential clients and have rejected local government inquiries. They are exploring blockchain-based access logs to create tamper-proof records of who views footage.

Stavropoulos emphasized that Orchestra does not provide "carte blanche access" to its camera network or allow customers to build directly on raw feeds. The company avoids residential neighborhoods and focuses on commercial corridors.

These details were first reported by Business Insider.