Semantic infrastructure consulting
Making complex research data findable, linked, and AI-ready.
Semantify designs and develops the metadata, semantic layers, and identifier systems behind interoperable, AI-ready research infrastructure, and builds adoption into delivery.
Prefer email? hello@semantify.co
Past and present collaborators
The Problem
Research infrastructure is at an inflection point
FAIR mandates are becoming enforceable. PID adoption is accelerating. AI is surfacing metadata debt. Yet most organizations lack the specialized expertise to respond.
Fragmented metadata
Inconsistent schemas, missing PIDs, free-text fields where controlled vocabularies should be.
Lack of interoperability
Systems that can’t exchange data with partners, funders, or global infrastructure.
Low adoption
Technically sound infrastructure that researchers don’t use because the human side was neglected.
Strategy–implementation gap
Organizations that know what they want but can’t translate vision into working systems.
What We Do
Four flagship packages
Packaged services with a defined scope, clear deliverables, and a dedicated lead— so you always know what you're getting.
Need ongoing support? Beyond the flagship packages, we run retainers for the work that doesn't end at delivery — strategic advisory, consortium programme management, and PID adoption monitoring.
Explore retainers →How We Work
From discovery to delivery
Discovery
Free initial consultation. We define scope, align on goals, and deliver a clear proposal.
Assessment
Technical analysis and stakeholder consultation to document the current state.
Architecture
Solution design, specifications, and models — with review and iteration built in.
Implementation
Hands-on guidance during build, developer consultation, testing, and validation.
Adoption
Training, documentation, governance setup, and transition to your internal teams.
Ready to make your metadata infrastructure work?
Start with a free 30-minute discovery call. We'll understand your challenges and outline how we can help.