The process

How DataIntell works.

From first publication to global impact. No gatekeepers, no waiting, no stolen credit. Just your research, visible to the world.

Before you start, check your idea

DataIntell's Research Landscape Tool checks whether similar work already exists on the platform, before you invest months in research. This is not a plagiarism checker. It is a research awareness tool that helps you understand the landscape and find potential collaborators working on related problems.

Same problem ≠ duplicate. Different approaches to the same problem are related research, not duplication. The tool informs. It never blocks.

Check your idea

  1. Publish your research or innovation

    Complete the 4-stage publication wizard: describe your problem, score its worthiness using the 4Us model, explain your methodology, and share your results. Students, researchers, academics, and professionals all publish the same way. No institutional affiliation required. No gatekeepers deciding what is "worthy". The wizard saves your work as you type.

    What you provide: Problem description · 4Us scores · Methodology · Results · GitHub/demo links · Research paper (optional)

  2. Get validated, and stay visible throughout

    Your work is visible on the platform immediately, not blocked during review like traditional journals. Choose your validation path: AI-only, Human-only, or both (recommended). AI validation usually finishes within minutes. Expert review: 2 reviewers in your field review your work in turn, and each has 72 hours once they take it on. If they disagree, a third reviewer decides. How soon they start depends on how many reviewers are available in your field. Feedback is transparent and rubric-based, and reviewers are identified, not anonymous. We email you when a reviewer starts, when each review is in, and when the decision is made.

    AI validatedMinutes
    Human validated2 reviews, 72 hours each
    Human + AI validatedGold standard

  3. Earn your certificate and protect your credit

    The moment you publish, you receive a cryptographic Proof of Authorship: a SHA-256 hash permanently proving you published this research or innovation on this date. Supervisors cannot claim credit later. Institutions cannot take your work. It is yours, permanently and verifiably. Validated projects earn tiered certificates designed for LinkedIn and your professional portfolio.

    Downloadable PDF certificate: QR code for public verification, your 4Us scores, validation status, and authorised seal.

  4. Collaborate and build a research team

    Open your project to collaboration and researchers worldwide can request to join. A student who graduated can hand their research to a new student. A researcher who lacks coding skills can find a developer. Local data collection meets remote analysis. Every collaborator is credited and tracked.

    Knowledge Continuity Engine: Others can extend your research and you are always credited as the original author. Research does not die on DataIntell. It evolves.

  5. Connect with industry and make real impact

    Companies browsing the Industry Discovery Portal find your research and reach out directly. Global R&D investment reached $2.8 trillion in 2023 (OECD/WIPO). Most grassroots solutions never reach the companies spending that money. DataIntell bridges that gap.

    Your DataIntell Impact Score grows with every view, reaction, comment, collaboration, and extension: real-time proof of your research's impact.

Ready to publish your research?

Free. No gatekeepers. No waiting. Your work, visible to the world.

Get started free Read the FAQ