Manuscripta AI®
Journal & Publication Intelligence Platform
Manuscripta AI is an AI-native journal management and publication platform built around three purpose-built dashboards — Author, Reviewer and Editor — that carry a manuscript from first draft to indexed publication.
Where legacy systems route files, Manuscripta AI actively improves manuscript quality before human review begins — while authors, reviewers and editors keep control of every decision.
Three Purpose-Built Dashboards
Author, Reviewer, Editor — one continuous editorial workflow.
Manuscripta Author
Writing, guideline compliance and pre-submission intelligence for researchers.
- My Manuscripts — full submission status tracking
- Journal-aware AI writing assistant
- AI guideline assistant with live compliance score
- Automated guideline validator before submission
- AI pre-review score for publishing readiness
- Journal scope checker with alternative titles
Manuscripta Reviewer
Structured, assisted peer review — without replacing reviewer judgement.
- Assigned, pending and completed review workspace
- AI extraction of question, methods, findings and novelty
- Structured review template with suggested comments
- Statistical reviewer flags methods and sample concerns
- Reference reviewer detects retractions and self-citation
- AI recommendation support — reviewer decides
Manuscripta Editor
Editorial command centre: triage, assignment, decision support and analytics.
- Live editorial desk across every submission stage
- One-page AI executive summary per manuscript
- Multi-factor automatic reviewer assignment
- Conflict-of-interest detection
- AI editorial recommendation from reviewer consensus
- Publisher multi-journal analytics and communication hub
End-to-end workflow: Submission → AI validation → editor screening → AI-assisted reviewer assignment → peer review → AI consensus summary → editorial decision → revision → compliance re-check → acceptance → DOI → publication → indexing.
Seven Core AI Engines
A Journal Intelligence Engine orchestrates seven specialised sub-engines rather than one general-purpose model.
Guideline Intelligence Engine
Learns and applies each journal's author guidelines and formatting rules.
Editorial Intelligence Engine
Generates manuscript summaries, risk flags and editor decision support.
Reviewer Intelligence Engine
Extracts manuscript structure and drafts review comments for sign-off.
Author Intelligence Engine
Discipline-aware writing guidance and compliance coaching.
Research Integrity Engine
Screens similarity, AI disclosure, retracted references, image and statistical integrity.
Reviewer Recommendation Engine
Machine-learning reviewer–manuscript matching and conflict detection.
Journal Scope Engine
Semantic matching of manuscript content to journal aims and scope.
Intelligence-First, Not Workflow-First
How Manuscripta AI compares with typical journal management systems.
| Capability | Typical Systems | Manuscripta AI |
|---|---|---|
| AI author guidance | Limited | Full guided authoring |
| Journal-specific compliance validation | Limited | Automated, per-journal |
| Semantic journal scope matching | Rare | Yes |
| Intelligent reviewer assignment | Basic keyword matching | AI-driven, multi-factor |
| AI-assisted reviewer reports | Limited | Yes |
| AI editorial summaries | Limited | Yes |
| Citation integrity verification | Rare | Yes |
| Statistical review assistance | Rare | Yes |
| AI correspondence drafting | Limited | Yes |
| Learning from journal decisions | Rare | Yes |
Multi-Tenant Publishing SaaS
One secure deployment serving many independent publishers — no cross-contamination of data, branding or workflow.
Completing the Research Lifecycle
Chapter2 supports researchers in producing high-quality work. Cognita gives institutions governance and oversight over that research. Manuscripta AI carries the resulting manuscripts through peer review into published, indexed literature — closing the loop from idea to publication under a single company umbrella.
Built For
University Presses
Run every title on one intelligent editorial platform.
Scholarly Societies
Professional peer review without a large editorial office.
Journal Editorial Boards
Faster, defensible decisions with AI decision support.
Research Institutes
Publish institutional research with full integrity audit trails.