‹ Compliance and regulatory specialist agents

Scout
AI-powered student information system for K-12 schools
Why it ranks #558
Scout, an AI compliance and regulatory specialist from YC W25, ranks #558 of 999 AI agents and #16 of 25 in Compliance and regulatory specialist, with a score of 2.3 of 10. Data as of .
The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·
- Proof 0 × 30% 0.0
- Scale 3 × 30% 0.9
- Momentum 2 × 25% 0.5
- Autonomy 6 × 15% 0.9
- = 2.3
- 0
Proof
Do customers use it? 30% of the score
No public claims of customers or revenue yet.
Not found: revenue or growth (+4), named customers (+3), a customer result (+2), a customer count (+2), work done at scale (+2)
- 3
Scale
Is there a real company behind it? 30% of the score
8 people.
- +38 people on its YC page5 to 9 people
Not found: funding round in its news (+3)
- +3
- 2
Momentum
Is it shipping and growing now? 25% of the score
Shows hiring.
- +2
Not found: launch YC post in the last 6 months (+3), new traction claim in the last 6 months (+2), funding news in the last year (+2), a batch in the last year (it is YC Winter 2025) (+1)
- 6
Autonomy
How much of the job does it do on its own? 15% of the score
Supervised agent: takes actions in other systems; a person approves key steps.
- +6Level 2 of 4: Supervised agentTakes actions in other systems; a person approves key steps.
What the model read
- Acts in other systems: 77% likely
- Finishes whole tasks: 31% likely
- Calls itself an agent: 3% likely
Level 2: Takes actions in other systems; a person approves key steps.
- +6
About Scout
The student information system (SIS) is the core system of record in every K-12 school. It tracks students, attendance, grades, schedules, staff, and more - kind of like the ERP for schools.
Legacy SIS providers do just about that, and not much more. School districts layer dozens of tools on top of their SIS to fill in the gaps.
Read more
Scout is an AI-powered student information system that automates school- and district-wide busywork, from day-to-day operations like attendance tracking to annual compliance reports. Our mission is to help school districts run like high-performing organizations, enabling them to provide high-quality, personalized instruction to every student.
Founders
- Noah FichterFounder/CEO
- Max BertfieldFounder/CTO
Launches and news
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