Do you dread having to “make it FAIR” when publishing research data?

What if your research was continuously and ubiquitously FAIR?

What if all digital objects in your research lifecycle — analyses, data, documentation, metadata, models, workflows — were publication-quality?

I help small research labs design continuous and ubiquitous FAIR data infrastructure by holistically decomposing the data lifecycle so that impediments to machine-actionability are isolated and made soluble.

Get clarity on aspects of FAIR that are blocking your implementation progress so that you can de-risk your approach. Up to 90 minutes. I deliver a written summary of follow-up recommendations within three business days.

Get an unambiguous plan of action you can hand off to software developers and data engineers. We have two calls. I deliver a human-readable and machine-actionable FAIR Implementation Profile (FIP), using the FIP ontology, within five business days.

Treat your favorite dataset, or make good on a Data Management Plan (DMP) claim. I give you specifics to apply your FAIR Implementation Profile (FIP) — clarifying and sequencing the steps to materialize and deploy resources — to your particular dataset, plus Proof of Concept (PoC) code to get you started. Done over two weeks.

Get clear on your adoption/implementation and integration of FAIR-enabling resources — identifier services, metadata schemas, registries, preservation policies, controlled-vocabulary stewardship, usage licenses, etc. — throughout your projects' research lifecycles. I design and deliver a roadmap to continuous and ubiquitous FAIR data infrastructure for your lab. Assumes we can schedule two 90-minute recorded workshops with all lab members present at both. Done over two months.

Worry less. Three months of oversight for FAIR Data Management Plan (DMP) fulfillment, aka "DMP Rescue". I will proactively help ensure your DMP is fulfilled. I check in on communication channels and bug/issue trackers. Oversight service may include delivery of task-relevant training workshops. However, I am not managing any project activity. Renewable.

When you want a concrete basis for iteration. The Infrastructure Roadmap service, plus a Proof of Concept (PoC) system implementation to get you started. Done over two + two = four months total.

When you need proactive surveying of ground truth to be confident the plan is being honored. The Infrastructure Roadmap service, plus a Proof of Concept (PoC) system implementation to get you started, plus three months of oversight.