Entangle
Matching researchers to real industry problems.
by Hallucination Station · 31 Oct 2026 · Black Friday AI Hackathon
The problem
Matching researchers to company problems by hand means reading seven million tokens of papers, projects and patents.
How it works
Analysts, profilers and a matchmaker work in parallel; a critic checks every claim before anyone is contacted.
What you get
Industrial PhD topics and joint projects, open EU calls attached, and a reasoned no when nothing fits.
The agents
These work at the same time. The last one waits for what they find.
Industry Analysts
Turn each challenge into a research need.
Research Profilers
Read only the shortlisted researchers.
Matchmaker
Pairs them, or explains why not.
Writers and Funding Scout
Draft the proposal and find EU funding.
Critics
Check every claim against its source and send fixes back.
