Turnitin is a comprehensive suite of tools dedicated to upholding academic integrity and fostering original thinking skills in students across secondary education, higher education, and research publication sectors. It assists educators and institutions in ensuring the authenticity of student work by providing robust checks against various forms of academic misconduct, including plagiarism and the use of AI writing tools.

The platform offers several key products like Feedback Studio for grading and feedback, Originality and Similarity for comprehensive plagiarism checking, Gradescope for efficient assessment grading, and iThenticate for research manuscript screening. A core capability is its advanced AI writing detection, designed specifically to identify text generated by tools like ChatGPT within student submissions. Turnitin integrates seamlessly into existing educational workflows and learning management systems, supported by a vast database of scholarly content, student papers, and web pages to ensure thorough comparison.

Identific (formerly OXSICO) provides a comprehensive academic integrity solution featuring advanced plagiarism detection and AI-generated content identification capabilities. Designed primarily for higher education, secondary education, and businesses, the platform aims to simplify the process of ensuring originality in written work. It leverages over 13 years of algorithm development to deliver precise and fast results with minimal false positives across a vast range of languages.

The tool integrates multiple detection technologies, including similarity checking against extensive databases (internet, scholarly articles, student databases), AI content analysis using linguistic information, cheat detection (identifying hidden characters or images), and contract cheating detection through stylometric analysis. Identific supports various document formats and offers seamless integration with Learning Management Systems (LMS) via LTI and custom solutions through its API, facilitating easy adoption within existing institutional workflows.