Scout
YC Winter 2025 ActiveAI-powered student information system for K-12 schools
https://scoutforschools.com/ ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Light
How close the company’s idea is to your thesis statement
Sector
ai
Overlap with sectors you care about
Geography
Unknown
Location unknown — scores 0
Your thesis: “We back exceptional technical founders building AI-first products and infrastructure, deploying $100K checks within 24 hours.”
Founder → stable
Traction → stable
Idea vs market ↓ declining
▸ Add / edit details
Correct facts used on the next screening or memo.
People
No founders linked yet.
YC company pages list founders in page JSON, but we only scrape a capped slice
of the directory. Pull this slug with
.venv/bin/python run_sourcing.py --sources yc_founders --slugs scout-4
then re-ingest.
Open on YC ↗
Activity & evidence
Similar baseline plays (YC · idea space)
OpenCurriculum
· Active
Helping K-12 teachers and school administrators build awesome…
founders not scraped yet
Risely AI
· Active
AI agents that automate administrative work across college campuses.
founders not scraped yet