Artefakt - evidence for fair assessment in the GenAI era
Insightful signals. Clear revision history. Policy-aligned workflows.
Discover Artefakt
Artefakt's text-matching capability ensures that students' work is original and authentic. By analyzing written assignments for similarity, its purpose is to give educators valuable insights into the writing process and academic integrity.
Text-Matching
Using state-of-the-art semantic and contextual similarity models
AI Patterns
Evaluating the similarity of how an AI would write the same paragraph
Process insights
Artefakt takes all revisions into account, enabling insights into writing process
Built for your stakeholders
Administrators – Policy consistency, auditability, and adoption analytics.
Instructors – Faster, fairer reviews with actionable signals.
Students – Transparent expectations and feedback that improves learning process.
Seamless integration into existing workflows
Our goal at Etos isn't to force educators and students into new platforms or workflows, it's to enhance and simplify the ones they already use.
That’s why we design Artefakt to work where teaching and learning already happen
Through secure, standards-based integrations, Artefakt connects with your LMS and classroom environments to deliver insight, originality evidence, and enable process feedback right inside your existing tools.
No extra logins. No clunky exports. Just smarter, safer workflows that help educators focus on teaching, not technology.
Supported integrations
Learning Management Systems (LMS)
Supporting LTI 1.3 / LTI Advantage
Single Sign-On (SSO)
Login with your institutional identity provider
FAQ
No. Research shows AI-writing “detectors” are unreliable and biased. Artefakt never returns a binary AI/human verdict. Instead, we provide originality evidence, AI pattern signals, and revision context so humans can make fair decisions. Our AI patterns are similarity matches with how an AI would write the same paragraph of text.
Traditional tools only evaluate the final submission of an assignment and make assumptions based on that. With tools like GenAI that becomes increasingly harder. Artefakt aims to support throughout the learner's process, creating better transparency between learners and educators, enabling better feedback and reducing false-positives. Our cross-revision text-matching and analysis is only the first step on that journey.
Yes. Artefakt isn’t just for compliance; it helps instructors understand how students develop their work over time — improving feedback, writing instruction, and course design.
Artefakt integrates with Google Classroom™ (via official Add-on), and very soon any LMS supporting LTI 1.3 / LTI Advantage, such as Canvas, Moodle, or Blackboard.
No. Our goal is to enhance your existing workflows, not replace them. Artefakt embeds directly into your LMS or Google Classroom™ environment so educators can review, comment, and assess as usual — with added originality and process insights.
Artefakt is built with privacy by design and complies with FERPA, COPPA, and GDPR principles. We collect only the minimum data required for analysis, do not sell or share student information, and offer configurable data retention policies.