Build an AI Agent Safety Monitor
11/15The Opportunity
AI agents make autonomous decisions with zero oversight. Teams need a dashboard to monitor and pause agent actions.
Original Signal
“I teach 12 classes a week across two locations and I'm managing bookings through WhatsApp group messages. Someone always ends up in the wrong class and I find out when they show up.”
Score Breakdown
11/15How urgently people need this solved and how willing they are to pay for it. Based on complaint frequency and spending signals across platforms.
How open the market is. A high score means few or no direct competitors, or existing solutions are overpriced and underdeliver.
How quickly a solo developer can ship an MVP. 5 = weekend project with standard tools. 1 = months of infrastructure work.
Existing Solutions
Mindbody dominates but is priced for large gyms at $129+/mo. Acuity Scheduling is $23/mo but isn't class-first — it's appointment-first and doesn't handle waitlists well.
Willingness to Pay
Micro studio owners pay $20-49/mo for class scheduling; a lightweight tool at $19/mo specifically for 1-3 instructor studios wins on price alone.
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