What It Does

Penelope.ai is an AI-powered manuscript checking tool designed specifically for academic publishers and journals. It automates the review of manuscript submissions against journal-specific requirements, providing instant feedback on compliance issues before manuscripts reach editors' desks.

Who It's For

Penelope.ai serves academic publishers, journal editors, and authors submitting to scholarly journals. It integrates directly into manuscript handling platforms used by publishers, enabling automated quality control within existing editorial workflows.

Key Features & Capabilities

• 30+ Comprehensive Checks: Configurable validation covering ethics statements, declarations (COI, data sharing, funding), title page elements, abstract structure, required headings, figures and tables, referencing style and accuracy, word counts, and file cleanliness
• Journal-Specific Customization: Publishers can configure which checks to run, set criticality levels, and customize feedback messages on a journal-by-journal basis
• Transparent Results: All check results link to marked-up sections of text, showing exactly how conclusions were reached—no black box algorithms
• Dual Interface: Top-level results display within manuscript management software, with detailed annotated reports available for deeper review
• Reference Validation: Automatically verifies that citations match references and appear in correct order
• Metadata Extraction: Pulls key information like title, author details, and structural elements from manuscripts

Integration & Workflow

Penelope.ai integrates with major manuscript handling platforms including Manuscript Manager (currently available), with Editorial Manager and ScholarOne support in development. Authors receive immediate, actionable feedback upon submission, while editors get decision-ready compliance reports. This accelerates the publication process by catching formatting and compliance issues early, before they require editor intervention.

What Differentiates It

Unlike generic document checkers, Penelope.ai was built specifically for academic publishing workflows. Its transparent methodology, granular configurability per journal, and deep integration with manuscript management systems make it purpose-built for scholarly publishers seeking to streamline editorial operations while maintaining rigorous standards.