A Matrix of AI agents for research enhancement

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From Idea to Q1 Acceptance, Powered by AI

Task-specific, multi-model AI supports literature discovery, evidence synthesis, statistics, writing, editorial review, and publication planning.

Search Literature

Systematic literature search across PubMed with smart filters by study type, region, date, and more.

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Assess Research Gap

Abstract screening, evidence mapping, and research gap analysis ranked by confidence with regional insights.

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Design Protocol

Methodology planning, study design, statistical plan, and full protocol generation toward journal submission.

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Statistical Analysis

Power analysis, test selection, and results validation for rigorous biomedical and clinical research.

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AI Writing & Paraphrasing

Academic language polishing, tone refinement, and meaning-preserving rewriting for publication-ready prose.

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Editorial Checkpoint

Manuscript structure, formatting, reporting standards, and submission-compliance review before you submit.

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Conference Poster Designer

Turn a manuscript into an industry-standard single-slide poster (48×36 / A0) as editable PPTX with figures.

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AI Presentation Maker

Upload documents, pick a minimalist template, and export a chart-ready PowerPoint deck.

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Scientific Illustration

Draw mechanisms, workflows, and study-flow diagrams as editable vector figures sized for your target journal.

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Match Journals & Forecast Acceptance

Q1 and top-quartile journal matching with fit scores, open calls, and AI-predicted publication probability.

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