Most data portals act as passive filing cabinets. If your data is not machine-actionable, AI agents will skip your portal or misinterpret your facts.
The archive burden
Most portals store data but make it difficult to extract meaningful insights. Users spend hours navigating files instead of finding answers.
The invisibility risk
If data is not machine-actionable, AI agents like ChatGPT and Gemini may skip your portal entirely or misinterpret your facts.
The global shift
Organisations like the World Bank and Hugging Face are adopting new standards to ensure their data is discoverable by the next generation of AI tools.
Capabilities
From data hosting to machine-ready intelligence
01
Natural Language Interaction
Ask complex questions in plain language. “What was the average carbon emission in this region last year?” receives an instant, data-backed answer.
02
Grounded AI (RAG)
Using Retrieval-Augmented Generation, the AI is restricted to your verified files. It cannot guess or hallucinate.
03
Instant summaries
Automatically generate executive summaries from 100-page reports or complex spreadsheets. Turn dense documents into actionable intelligence.
Trust and security
Security and privacy by design
01
Private environments
Your sensitive data remains within your secure infrastructure.
02
Zero public training
Your proprietary information is never used to train public models like ChatGPT or Gemini.
03
Control
You define exactly which datasets the AI can access and who is authorised to query them.
Global standards
Bridging the gap to global AI platforms
Link Digital contributes to the MLCommons Croissant working group, the body defining how AI models read data. This standard is already used by platforms like Hugging Face and Google Dataset Search to index millions of datasets. We apply these global benchmarks to your CKAN and Drupal infrastructure.