Inspiration
Inspiration came from building a hardware dual-use startup, and the research side moves too fast to keep pace without AI.
What it does
Raimo takes context as an input, like "How Finnish forest machinery can be turned into defence systems", scrapes research papers and patents to get a comprehensive look on new innovative solutions.
How we built it
n8n for backend infra, ReactJS frontend with chat interface, and APIFY Google Scholar
Challenges we ran into
MCP integration, n8n and a random MCP server didn't integrate smoothly
Accomplishments that we're proud of
Agentic workflow
What we learned
save time for application
What's next for SFP1
make it work
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