FAIR Wizard
@fair-wizard.com
82 followers 210 following 61 posts
Building a data management planning platform focusing on integrations into existing research workflows. Join DMP insights and tips → https://fair-wizard.com/newsletter?utm_source=bsky&utm_content=bio Posts about #DMPs, #FAIRdata, #OpenScience, and mor
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𝗚𝗼𝗼𝗱 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝘁𝗲𝗺𝗽𝗹𝗮𝘁𝗲𝘀 𝗶𝗻 𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱 𝗱𝗼 𝗺𝗼𝗿𝗲 𝘁𝗵𝗮𝗻 𝗼𝗿𝗴𝗮𝗻𝗶𝘇𝗲 📑 They shape how you think.

🧭 Clarify roles & goals
📈 Align your team
🔁 Simplify updates

fair-wizard.com/blog/effecti...
How to Effectively Set up a Project Templates in FAIR Wizard
This blogpost explains how to prepare project templates in FAIR Wizard so the researchers have an easy job when creating new projects.
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fair-wizard.com
Messy spreadsheets and scattered notes slow down research. A 𝗗𝗮𝘁𝗮 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗣𝗹𝗮𝗻 keeps everything organized, transparent, and future-proof. Good research isn’t just insights, it’s order.

#Research #OpenScience
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🤖 Making your data machine-readable is not optional anymore.

Understandable formats like RDF, OWL, JSON-LD, and JSON Schema enable AI, automation, and future-proof interoperability.

Are you using any of them?

#SemanticWeb #RDF #JSONLD
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FAIR Wizard can be adapted for you. Find out how to set it up to suit your style.
fair-wizard.com
💡 Already using FAIR Wizard via the UI? Connect it to your workflows via API and unlock true machine-actionable FAIR data management.
fair-wizard.com
𝗧𝘄𝗼 𝗠𝗼𝗱𝗲𝘀, 𝗦𝗮𝗺𝗲 𝗣𝗼𝘄𝗲𝗿
🧑 Researchers use the intuitive UI
👩‍💻 Developers use the API to automate

This dual approach supports small labs and enterprise-level data governance alike.
fair-wizard.com
Whether you're pre-filling questionnaires, bulk-exporting DMPs, or building FAIR dashboards, the API gives you the flexibility to embed FAIR Wizard into your existing infrastructure.
fair-wizard.com
𝗧𝗵𝗶𝘀 𝗺𝗲𝗮𝗻𝘀 𝘆𝗼𝘂 𝗰𝗮𝗻:
🔁 Integrate with research management systems
📊 Track FAIR metrics organization-wide
🧾 Auto-generate validated, funder-ready outputs
🔔 Trigger workflows at specific project phases
💡 Reduce friction for researchers
fair-wizard.com
𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱 enables this through its full-featured REST API.
Everything you can do in the user interface, you can do via API.
fair-wizard.com
🧩 𝗔𝗣𝗜𝘀 𝗠𝗮𝗸𝗲 𝗙𝗔𝗜𝗥 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀 𝗣𝗼𝘀𝘀𝗶𝗯𝗹𝗲
In modern research, tools must talk to each other. Manual data stewardship can get you started, but for scale, automation is key.
fair-wizard.com
FAIR Wizard introducing cleaner, structured, and annotation-driven way to build scalable, maintainable DMPs.

💡 In our new blog post read how to move from brittle UUID chains to clean JSON mappings that make your templates readable, reusable, and future-proof.

fair-wizard.com/blog/next-le...
Next-Level FAIR Wizard Document Templates: From UUID Hell to Clean, Annotated JSON Mappings
Transform your FAIR Wizard templates by moving from brittle UUID chains to clean, annotated JSON mappings. Annotate once, reuse everywhere, and keep your DMP templates readable, maintainable, and scal...
fair-wizard.com
fair-wizard.com
How can you guide researchers toward FAIR data practices?

FAIR Wizard uses smart questionnaires and weighted metrics to show strengths, gaps, and overall DMP quality.

Better data starts with better guidance.

#FAIRData #OpenScience #DMP
fair-wizard.com
🧠 Data without context is just noise.
Outdated info leads to bad calls.

✅ Keep it fresh
⚠️ Flag stale data
🔁 Review sources regularly

Clarity + currency = real understanding.

#DataQuality #Metadata #DecisionMaking
fair-wizard.com
Not only can you keep your research data under control with 𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱, but you can also 𝗴𝗮𝗶𝗻 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀 from the data about your data.

The Analytics of 𝗙𝗔𝗜𝗥 𝗪𝗶𝘇𝗮𝗿𝗱 is the place to find them.

#DataManagement #DMP #FAIRData #ResearchTools #DMPtool #FAIRWizard
fair-wizard.com
Tired of clunky DMP forms?

FAIR Wizard creates smart, adaptive data plans with only relevant questions, tailored to your research. Save time, reduce noise, stay FAIR.

Try it now: fair-wizard.com/get-started?...
fair-wizard.com
Collect. Govern. Improve.

Turn messy research data into a valuable asset: structure it, set clear rules, and refine for reuse (FAIR). Tools like FAIR Wizard make it easier. Small steps = big impact.

#FAIRData #OpenScience #DataManagement
fair-wizard.com
𝗚𝗿𝗼𝘄 𝘆𝗼𝘂𝗿 𝗱𝗮𝘁𝗮 🌱

1️⃣ Start with raw data (your seeds)
2️⃣ Process & add metadata (nurture it)
3️⃣ Share it so others can reuse (let it bloom)

Clean, documented data = data that keeps giving. 🌳✨
fair-wizard.com
📁 𝗬𝗼𝘂𝗿 𝗱𝗮𝘁𝗮 𝗻𝗲𝗲𝗱𝘀 𝗮 𝗗𝗠𝗣, 𝗻𝗼𝘁 final-final2.zip

Without a Data Management Plan, your data gets lost and messy.
With one, it stays clear, usable, and future-proof.

Plan it now. Thank yourself later.
fair-wizard.com
A DMP can be a checkbox or a launchpad.

Plan well, and your data becomes shareable, reusable, and impactful.

Use your DMP to power your research, not just please your funder.

#FAIRWizard #DMP #ResearchImpact #FAIRData
fair-wizard.com
Ah yes, the classic DMP.docx. Perfect for humans to forget and machines to ignore.