Complete AI Training

AI app for science and research · no coding needed

Source-linked research writing and review workbench

Reduce document revision cycles while preserving source accuracy and author meaning.

Made for: Researchers, research groups and science editors producing source-based papers, reports and review documents

What Source-linked research writing and review workbench looks like
Open the demo For members · a working demo with sample data

What it does for you

The problem

Summaries, outlines, citations and section drafts are scattered across several tools, so sources, claims and reviewer corrections are hard to trace and reuse.

What it gives you

Editor-approved source-linked document sections with citations

What you give it

Licensed papersdatasetsnotesjournal constraints

Build your own version of Yomu AI, SciPub+ and more

One app with what these 5 AI tools do, yours to keep and change: Yomu AI, SciPub+, SciPubPlus, Oreate, WeGuru.

Everything these tools do, in one app

  • Document summarization Condenses long texts into concise summaries.Found in Yomu AI
  • Multi-format support Handles various document types like PDFs and Word files.Found in Yomu AI
  • Key point highlighting Allows users to highlight important points and extract relevant data.Found in Yomu AI
  • Interactive summary navigation Provides an interactive interface to easily navigate through summaries.Found in Yomu AI
  • AI-powered outlining Helps structure documents logically with AI-generated outlines.Found in SciPub+, SciPubPlus
  • Flow and organization improvement Improves the flow and organization of ideas within texts.Found in SciPub+
  • Proofreading assistance Catches errors and enhances clarity before final submission.Found in SciPub+
  • Complex writing task management Supports managing complex scientific writing tasks with intuitive interfaces.Found in SciPub+
  • Free usage options Provides free access to basic features.Found in SciPub+
  • Specialized writing assistants Offers multiple assistants each dedicated to a different stage of writing.Found in SciPubPlus
  • Section crafting guidance Automated guidance for crafting essential sections like introductions, methodologies, and conclusions.Found in SciPubPlus
  • Structured assistance Guided support through outlining, drafting, and revising.Found in SciPubPlus
  • Academic conventions guidance Tailors guidance to conform with established scholarly standards.Found in SciPubPlus
  • Repetitive task automation Automates routine editing and formatting tasks.Found in SciPubPlus
  • Writer's block support Offers techniques and prompts to help users initiate and sustain writing.Found in SciPubPlus
  • One-click content generation Generates slides, research reports, and academic essays with professional layout in one click.Found in Oreate
  • Automatic sourcing and citation Automatically sources and integrates citations to support claims.Found in Oreate
  • Built-in charting and visualizations Creates charts and visualizations for data-driven slides and reports.Found in Oreate
  • Templates and workflows Provides templates and workflows for various document types.Found in Oreate
  • Planned multimedia features Planned additions such as AI image, podcast, and video features.Found in Oreate
  • Personalized advice Provides personalized AI-driven advice on diverse subjects.Found in WeGuru
  • Clean user interface Offers an intuitive and clean user interface for seamless interaction.Found in WeGuru
  • Fast response times Ensures efficient information delivery with fast response times.Found in WeGuru
  • Productivity tool integration Integrates with other productivity tools to boost workflow.Found in Yomu AI, WeGuru
  • Continuous learning Improves accuracy and relevance over time through continuous learning.Found in WeGuru

How it works, step by step

  1. Import PDFs, Word files and notes
  2. Summarize long texts into concise summaries
  3. Highlight key points and extract relevant data
  4. Navigate summaries interactively
  5. Generate AI-assisted outlines
  6. Improve flow and organization of ideas
  7. Proofread for errors and clarity
  8. Manage complex writing tasks in one workspace
  9. Provide free access to basic features
  10. Offer stage-specific writing assistants
  11. Guide crafting of introductions, methods and conclusions
  12. Support outlining, drafting and revising
  13. Apply academic conventions guidance
  14. Automate routine editing and formatting
  15. Provide prompts and techniques for writer's block
  16. Generate reports and essays with professional layout
  17. Source and integrate citations for claims
  18. Build charts and visualizations from supplied data
  19. Provide templates and workflows for document types
  20. Support planned multimedia additions
  21. Give personalized advice on request
  22. Keep a clean, fast interface
  23. Integrate with productivity tools
  24. Improve accuracy through reviewed corrections

Build it yourself with your AI system

Build this app yourself, no coding needed

Start with a quick version you can try in a few minutes. Like it? Then build the full app by copying and pasting our step-by-step instructions: everything is prepared for you.

Sign in to see how to build it yourself

Build a quick version to try, or get the full app pack for Source-linked research writing and review workbench with the step-by-step building instructions. You don't need any technical skills: you copy, paste and answer a few questions. Both are included in the membership.

Sign in Become a member

4 Have it built for you days to a few weeks

Rather not do it yourself, or want it fully tailored to your data, your way of working and your brand? Nexibeo builds Source-linked research writing and review workbench with you.

Have Nexibeo build it

What's in the app pack

Included in the Complete AI Training membership.

  • The building instructions your AI follows, step by step
  • The questions your AI will ask you about your business before it starts
  • A clickable demo you can open in your browser, to see how it should work
  • A detailed blueprint of the screens, the information it keeps and the checks it runs

Become a member to get the app packAlready a member? Sign in

The files, for the technically curious
  • START-HERE.mdHow to build it with your own AI (read first)3 KB
  • README.mdOverview and links4 KB
  • questions.mdQuestions to answer before you build2 KB
  • prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare25 KB
  • prompt-vps.mdThe same build on your own server (Docker)25 KB
  • spec.jsonData model, API, AI pipeline, acceptance criteria13 KB
  • demo/index.htmlThe working demo on sample data201 KB

Questions

Do I need to know how to code?

No. You copy and paste the prompts on this page into ChatGPT or Claude, and the AI does the building. When it asks you something, you answer in your own words.

What does it cost?

The quick version, the app pack and the step-by-step instructions are for members: you pay the membership price, not a price per app (see the plans). Building the full app uses your own ChatGPT or Claude subscription. Putting it online is often cheap or no cost at the start, and your AI tells you before anything costs money.

How long does it take?

The quick version: about two minutes. The real app: an afternoon for a first version you can use, longer if you want every feature.

Can I change it to fit my business?

Yes. Tell your AI what to change in plain words, like “add a column for the price” or “use our logo and colours”. Or have Nexibeo build and customise it for you.

More detailsHow the AI works, safeguards and what to build first

Reduce document revision cycles while preserving source accuracy and author meaning. For researchers, research groups and science editors producing source-based papers, reports and review documents, convert licensed papers, datasets, notes and journal constraints into editor-approved source-linked document sections with citations and unresolved questions. The benefit is a testable hypothesis, measured through accepted sections per editorial hour and corrections after review; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect licensed papers, datasets, notes and journal constraints, then follow this sequence: 1. Import PDFs, Word files and notes. 2. Summarize long texts into concise summaries. 3. Highlight key points and extract relevant data. 4. Generate AI-assisted outlines. 5. Guide crafting of introductions, methods and conclusions. 6. Source and integrate citations for claims. 7. Proofread for errors and clarity. Resolve uncertain cases with qualified reviewers, approve editor-approved source-linked document sections with citations, and measure accepted sections per editorial hour and corrections after review against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed document type and citation style; final accuracy and meaning checks remain editorial. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve author voice, source attribution, quotation accuracy and usage permissions. Authors approve substantive changes and publication scope. One fixed document type and citation style; final accuracy and meaning checks remain editorial. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One fixed document type and citation style; final accuracy and meaning checks remain editorial. Implement one approved input format, a bounded representative case set and the first two task modules: import PDFs, Word files and notes; summarize long texts into concise summaries. Support the third module with operator review: highlight key points and extract relevant data. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Author-owned manuscripts, authorized interviews and permitted research sources. Cloud document storage, reference-manager import/export and publishing destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Source intake and references, Editable document workspace, Review and delivery. Use a thumbnail gallery for projects, a large central editing canvas, and a right-hand panel for sources, constraints and comments. Let users compare versions side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant claim or section. Make the task-specific outcome editor-approved source-linked document sections with citations visible beside its evidence, review state and value baseline.