Scholarly AI Integrity

Scholarly AI Integrity: Verifiable Proof-of-Process for Scientific Publishing

Stop relying on flawed AI detectors. Start demanding an auditable receipt.

Intelexta provides an independent verification layer for AI-assisted manuscripts. We shift the focus from policing authorship to enforcing transparent, documented workflows—giving editorial teams cryptographic proof of what was checked, when, and how. It is Scholarly AI Integrity.

The End of the Black Box Submission

Large language models are now part of the academic drafting process, but they arrive on the editor’s desk with no audit trail. Traditional AI detectors risk false accusations and offer no actionable proof.

AI Stewardship is the defensible alternative. Intelexta requires authors to document their human-AI dialogue before submission, providing publishers with a deterministic Integrity Report and a Content-Addressable Receipt (CAR).

Seamless Integration with Editorial Triage

From AI output to verifiable artifact in three steps:

Pre-Submission Verification (Author)

Authors run their AI-assisted drafts or LaTeX files through the Intelexta Validator. They declare their tool use (e.g., translation, prose condensation), and the system generates a signed CAR receipt bound to their specific text.

Editorial Triage (Publisher)

Editors receive the Intelexta Integrity Report alongside the manuscript. Instead of guessing, editors instantly see a “Pre-Review Readiness Score,” highlighting hallucinated references, citation gaps, and speculative claims before the paper goes out for review.

Transparent Peer Review (Reviewer)

Reviewers are provided with the precise AI footprint. They can focus their time on evaluating the core scientific claims and data interpretations, confident in the manuscript’s structural integrity.

Enterprise-Grade Publisher Features

Discover how Intelexta ensures scholarly publishing integrity through cryptographic verification and transparent AI manuscript reporting.

Immutable Author Disclosures

The author’s declared AI tools and self-reported worklog are cryptographically signed into the receipt, creating a legally and academically binding disclosure document.

Citation Integrity & Verification

Our “Skeptic” and “Reconciler” nodes mathematically guarantee citation continuity, stripping fake bibliography entries and mapping text claims directly to verifiable academic metadata.

Zero-Egress Security for Embargoed IP

Built with a strict, privacy-first “zero-egress” default. Ensure your unfiled intellectual property and pre-published research never leaks to external search engine training data.

Join the Design Partner Pilot for Scholarly AI Integrity with Intelexta

We are actively partnering with forward-thinking publishers and peer-review managers to shape the future of verifiable AI in scholarly publishing.