Guideline Assistant
Section-by-section coaching against the target journal's own author guidelines, with a live compliance score.
Manuscripta AIIntelligent journal publishing
Manuscripta AI sits between authors and journals. Authors get guideline validation, scope fit and an honest pre-review score before submitting. Editors get a queue of clean, scored, integrity-checked manuscripts.
Publishing institutions can register and set up their journals in minutes.

12+
Checks
4
Indexes
3
Roles
Desk rejections
Caught before submission
Review turnaround
Structured, rubric-driven
Reference checks
Resolved against live indexes
Capabilities
Six engines working on every manuscript, from first draft to editorial decision.
Section-by-section coaching against the target journal's own author guidelines, with a live compliance score.
Quality, originality, language, methods, statistics and reference sub-scores before a single editor reads the paper.
Hybrid stylometry and AI analysis for originality, AI-writing disclosure and citation integrity.
Every reference resolved against Crossref and OpenAlex. Fabricated, retracted and stale citations surfaced early.
Platform-wide reviewer search ranked on expertise, track record and published output, with conflict detection.
Institutions register, brand their journals and run day-to-day editorial operations from one workspace.
Workflow
Draft or import a manuscript, run AI guideline, scope and integrity checks, then submit with confidence.
Accept invitations, review against a structured rubric and submit rigorous, consistent reports.
Triage a scored queue, read AI briefings, match reviewers and issue decisions with drafted letters.
Register your institution, brand each journal with its own scope, guidelines and editorial board, appoint editors and discover reviewers across the whole platform.
Register your institution