Research Quality Responsible AI Research Media

Improve research. Strengthen its reach.

Research Quality Lab connects AI-assisted manuscript review, human-led editorial readiness, academic polish, translation, reviewer workflows, secure research resources, and Paper-to-Video and Audio production in one platform.

RQL supports research assessment and improvement. It does not guarantee journal acceptance, replace peer review, or publish private material without authorization.

H
Human authority Consequential editorial actions remain human controlled.
S
Secure manuscripts Private files use controlled resource-access workflows.
T
Transparent services Support and payment remain separate from acceptance.
M
Multimodal research Review, text, narration, video and discovery tools.

Choose your starting point

Built for the people and organizations behind research

Begin with the path that matches your role. Services remain connected, so a manuscript can move from assessment to improvement, review, discovery and media production.

For researchers

Assess and improve your manuscript

Start with a free preliminary assessment, then choose review, polish, translation, reviewer support or research-media production.

Start an assessment →
For journals

Support editorial and reviewer workflows

Manage secure submissions, editorial readiness, reviewer assignment, author communication, payment records and production stages.

Explore journal support →
For institutions

Coordinate shared research-quality support

Help departments, research groups and academic organizations manage services, access, credits, activity and research visibility.

Explore institutions →
For reviewers

Contribute expertise and build reputation

Discover eligible requests, communicate privately, complete structured work and document contribution where enabled.

Open Reviewer Board →

Flagship services

Research quality and communication in one platform

RQL supports both the private work of improving research and the public work of communicating it responsibly.

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AI-assisted academic manuscript assessment
Manuscript quality

AI Manuscript Review

Receive structured feedback for research papers, drafts and submission preparation.

  • Free preliminary assessment
  • Quick, Standard and Confidence tiers
  • Risk signals and improvement guidance
  • Scores and documentation where enabled
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Human editor reviewing an AI-assisted editorial readiness report
Journal workflow

Editorial Readiness Copilot

GPT-assisted internal assessment helps editors examine whether a manuscript is ready to proceed.

  • Structured internal editor report
  • Editable A/B/C/D readiness suggestion
  • Separate author-facing communication
  • Human review and override control
View the working demonstration →
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Research paper being transformed into narrated audio and video
Research communication

Paper-to-Video & Audio

Transform a paper or full manuscript into an article-specific script, narration, visual scenes and research media.

  • PDF, DOCX and TXT manuscript input
  • Script and storyboard generation
  • Text-to-speech narration
  • Simple and Advanced production modes
Explore research media →
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Research paper to video and audio production workflow

New research-media workflow

Turn scholarly papers into media people can access

RQL can use a publication record or uploaded full manuscript to prepare an article-specific script, storyboard, narration, scenes, visual candidates, presenter setup, video and audio output.

Simple Mode Prepare the production automatically, render the final video, then preview or download.
Advanced Mode Inspect scripts, narration, scenes, visuals, paper figures, presenters and exports.

More RQL services

Extend the research workflow as your needs change

PPR

Post-Publication Review

Review an already published paper using an upload, DOI or publication-link workflow.

  • Post-publication AI assessment
  • Quality-score support
  • Review and comment records where enabled
Start PPR →
Aa

Academic Polish

Improve clarity, grammar, readability, academic tone and presentation.

  • Preview support
  • Main-section polish
  • Full manuscript audit
Explore polish →

Academic Translation

Support multilingual research communication while preserving scholarly meaning and structure.

  • Key-section translation
  • Full-draft translation
  • Submission-oriented language support
Explore translation →
R

Real Reviewer Board

Connect eligible paper owners with reviewer and collaborator offers through structured requests.

  • Title and abstract discovery
  • Private communication
  • Completion and contribution records
View Reviewer Board →
A

Abstract Listing

Make selected research metadata discoverable without exposing the private manuscript.

  • Controlled title and abstract visibility
  • Research keywords and discipline
  • No implication of peer review or acceptance
Browse listings →
ID

Researcher Profiles

Build a professional academic identity with qualifications, ORCID, expertise and contribution records.

  • Public profile page
  • Badges and reputation indicators
  • Certificates where enabled
Open profile →
C

Credits and Service Wallets

Use credits for eligible AI services and approved research-support workflows.

  • Individual credit balances
  • Journal and organization wallets
  • Controlled reviewer appreciation where funded
View credits →
J

Journal Workspace

Coordinate editorial, reviewer, author, payment and publication-support workflows.

  • Role-based access
  • Submission and reviewer tracking
  • Payment and production histories
Ask about journal workspaces →
O

Institutions and Organizations

Support shared research-quality services for departments, groups and academic organizations.

  • Shared access and activity overview
  • Organization-level service management
  • Credit pools where enabled
Explore institutions →

A flexible research journey

Start with one need and continue only where useful

RQL does not force every paper through the same path. Researchers, journals and organizations can use only the services that match the work.

Step 1 Upload or identify the paper

Start with a manuscript, publication record, DOI, link, title or abstract.

Step 2 Assess research quality

Use preliminary, full, journal-screening or post-publication assessment.

Step 3 Improve and document

Apply revision guidance, polish, translation and structured records.

Step 4 Connect and collaborate

Use reviewer, journal, institution, abstract and secure-resource workflows.

Step 5 Communicate the research

Prepare narrated audio, research video and approved public media.

Responsible AI by design

Assistance without replacing academic responsibility

AI can organize evidence, identify concerns and prepare useful drafts. Editors, authors, reviewers and organizations remain responsible for consequential decisions.

No automatic journal acceptance

AI assessment is not a promise of acceptance, publication or successful peer review.

Human editorial authority

Editors review, modify or override AI suggestions before communicating decisions.

Support is separate from acceptance

Editing, translation and other optional services do not purchase a favourable editorial outcome.

Controlled public release

Private manuscripts and media drafts remain protected until an authorized release action occurs.

For journals and organizations

Build a structured research-quality environment

RQL can support journal editorial teams, academic departments, research groups, training institutes and research-service organizations.

  • Role-based journal and organization workspaces
  • Secure manuscript and resource access
  • Editorial readiness and review records
  • Reviewer assignment and contribution tracking
  • Author payment and service histories
  • Shared credits and controlled permissions
  • Research discovery and media-production support
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Academic editorial and institutional research team using RQL

Featured working demonstration

GPT-5.6 Editorial Readiness and Research Media Copilot

Follow a synthetic manuscript through secure assessment, structured editorial guidance, human decision-making, author communication, optional support, Abstract Listing and Paper-to-Video production.

Platform transparency

Understand the service before you begin

About RQL

Learn about the purpose, approach and development of Research Quality Lab.

Read about RQL →

Pricing

Compare current review, polish, translation and service options.

View pricing →

Privacy and terms

Review platform privacy, service conditions and user responsibilities.

Privacy policy →

Contact and support

Ask about a service, journal, institution or research-media workflow.

Contact RQL →

Begin with a low-risk first step

Ready to strengthen your research workflow?

Start with a free preliminary assessment. Continue to a paid review, polish, translation, reviewer workflow or research-media service only where it is useful to you.