# Clearview AI Tests Experimental Tool That Automatically Builds Profiles From Web Data

> Clearview AI has quietly developed an experimental AI assistant named InquiryIQ designed to help police automatically gather digital footprints and personal profiles from across the web. Company executives state that the tool is strictly an unreleased prototype intended for internal engineering comparisons.

**Type:** article · **Category:** Security · **Published:** 2026-09-10 · **Source:** TrendKia
**Canonical:** https://trendkia.com/en/security/clearview-ai-tests-experimental-tool-that-automatically-builds-profiles-from-web-data-30946 · **Language:** English
**Tags:** Clearview AI, facial recognition, police investigation, artificial intelligence, data privacy, Amos Kyler

Facial recognition technology firm Clearview AI has developed a previously undisclosed experimental prototype called InquiryIQ, which is designed to help police investigators automatically compile detailed profiles from across the web. The unreleased system takes details from an initial search and fans out across digital sources to gather information regarding a person's potential employers, aliases, associates, and physical characteristics in a matter of minutes.

## Testing Demographic Inputs and Language Models
Code analyzed from the platform indicates that the interface includes provisions for supplying age, gender, and race to help the system make targeted decisions during its searches. Testing for the underlying decision-making models has involved technology from SpaceXAI, the enterprise associated with Elon Musk, alongside Amazon Bedrock, which provides access to various external AI systems. Clearview representatives explained that multiple models were integrated strictly for internal engineering evaluations to compare performance metrics rather than allowing police to select specific models for casework.

## Corporate History and Leadership Transition
Founded in 2017 with early financial backing from Peter Thiel, Clearview expanded rapidly by offering trial searches to law enforcement agencies across the country. Public scrutiny intensified significantly in 2020 following reports that the firm had scraped billions of images from platforms like Facebook, YouTube, and Venmo without authorization, expanding its database to over 70 billion images utilized by more than 2,000 agencies. Hoan Ton-That stepped down as chief executive officer in late 2024, paving the way for Amos Kyler to take over the leadership role in October.

## Implications for Digital Surveillance and Privacy
Legal scholars and privacy experts have raised substantial concerns regarding the potential deployment of automated investigative tools. Andrew Guthrie Ferguson, a law professor at George Washington University, characterized such software as enabling digital rummaging by piecing together scattered online clues. Meanwhile, Woodrow Hartzog, a privacy scholar at Boston University, argued that reducing the labor required for surveillance removes traditional practical barriers that previously protected citizen privacy.

## Human Oversight and Verification Requirements
Company leadership emphasizes that InquiryIQ is intended solely as an exploratory prototype and that human analysts retain full responsibility for verifying leads and evaluating facts before incorporating them into formal reports. Critics caution, however, that automated systems carrying risks of generative hallucinations or systemic biases can create challenges regarding evidentiary reliability and probable cause in judicial proceedings.

## What this means for you
The development of automated investigative tools carries significant implications for citizen privacy and law enforcement methodologies.

- **Across India:** While this specific prototype targets Western law enforcement, global advancements in facial recognition and automated data harvesting shape international debates surrounding digital surveillance and privacy regulations.
- **In the United States:** Police departments could potentially compress weeks of investigative research into minutes, significantly lowering the barrier for widespread digital scrutiny of individuals.

## Why this happened
The creation of the InquiryIQ prototype stems from advancements in generative artificial intelligence and the commercial demand for faster investigative workflows.

- **Technological Acceleration:** Modern AI frameworks allow engineering teams to build sophisticated software prototypes rapidly compared to traditional software development timelines.
- **Workflow Automation:** The tool was conceptualized to automate the tedious aspects of web browsing and data collection that detectives traditionally perform manually.

## Questions & Answers

### 1. What is the name of the experimental tool developed by Clearview AI?
The unreleased tool is called InquiryIQ.

### 2. Is InquiryIQ currently being used by police departments?
Company executives state that no law enforcement user has ever used the tool and it remains an unreleased prototype.

### 3. Which AI models were tested to power the system?
The company tested models from SpaceXAI alongside Amazon Bedrock during internal evaluations.

### 4. Who is the current chief executive officer of Clearview AI?
Amos Kyler serves as the chief executive officer after taking over the role in October.

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