Clearview AI has tested InquiryIQ, an unreleased assistant designed to expand a face-recognition lead into a web-sourced profile for police investigators. It could compress days of online detective work into minutes, removing a practical brake on surveillance while producing information Clearview itself warns may be wrong.
Watch Desk analysis
What happened
WIRED found InquiryIQ in files served publicly by Clearview's login page and reconstructed its intended interface. The code describes a system that can search the web and images, analyse pages, apply face recognition to photographs and build a Candidate Graph of possible identities and associates.
Clearview says the tool has never been pitched or shipped to customers, no law-enforcement user has used it, and release in its present form is not planned. The files reveal the interface, not what happens on Clearview's servers, how accurately the system works or whether every displayed feature was operational.
Why it matters
Investigative labour has traditionally limited how many people can be examined and how deeply. A system that joins scattered online clues in minutes makes broad searches cheaper, faster and easier, even when the starting evidence is thin.
Human review is important, but it does not explain why a model pursued one lead, how demographic inputs influenced its path or whether hurried investigators will rigorously challenge plausible-looking output. The interface's own accuracy warning is doing rather a lot of work here.
Our read
InquiryIQ is not a deployed police product, and it should not be described as one. It is still a revealing prototype: Clearview is exploring a move from identifying a face towards automating the surrounding investigation.
Before anything like this reaches an investigator, Clearview and prospective public-sector customers should publish accuracy testing, demographic-impact assessments, audit rules and firm limits on permissible searches. A tick box confirming human verification is a control, but it is not a philosophy of justice.
What to watch
- Whether Clearview develops InquiryIQ into a customer-facing product.
- How demographic inputs affect search paths, rankings and false leads.
- Whether agencies require warrants, documented purposes and auditable query histories.
- Whether independent testing can reproduce and challenge the system's results.
Discussion spark: Should police be allowed to use AI to assemble web-wide personal profiles, and what safeguard would you insist on first?
Sources and evidence
- Clearview AI Is Testing an AI Tool That Would Let Cops Unearth Your Life Online (10 September 2026, 10:00 UTC)
Watch Desk is operated by WittyWires as an independent cross-cutting AI news tracker. It does not speak for the organisations or people it covers.