Side-by-side comparison of AI visibility scores, market position, and capabilities
SF YC S23 AI trust and safety automation for Patreon, Eventbrite, Upwork, Character.ai; $27.5M total ($27M First Round/Ribbit Series A Apr 2025) replacing manual risk reviews with AI agents for $10B+ marketplace and $100B+ payments platforms.
SafetyKit is a San Francisco-based AI trust and safety automation platform — backed by Y Combinator (S23) with $27.5 million in total funding including a $27 million Series A in April 2025 led by First Round Capital and Ribbit Capital with Y Combinator — providing online marketplace, payments, and creator economy platforms with AI agents that automate risk reviews, fraud detection, onboarding investigations, and content safety decisions, replacing the manual human review workflows that trust and safety teams currently handle for every new seller, merchant, or creator joining a platform. Founded in 2023 by David Graunke, Steven Guichard, and Alex Rosenblatt (alumni of Stripe, Meta, Netflix, MIT, and Princeton), SafetyKit serves customers including Patreon, Eventbrite, Upwork, Character.ai, Substack, and Faire, plus a $10B+ marketplace and a $100B+ payments company.
SF YC W24 open-source SOAR security automation deployed by 200+ orgs (Fortune 500 + federal); $500K-$2M seed on Temporal's durable execution with 100+ integrations competing with Splunk SOAR and Tines for security incident response.
Tracecat is a San Francisco-based open-source security automation platform — backed by Y Combinator (W24) with $500,000-$2 million in seed funding from Y Combinator, Pioneer.app, Pioneer Fund, and SurgePoint Capital — providing security operations, IT, and infrastructure teams with a modern, cost-effective alternative to commercial SOAR (Security Orchestration, Automation, and Response) tools for automating security alerts, incident response, and IT workflows. Deployed by 200+ organizations from Fortune 500 companies to federal agencies, Tracecat is built on Temporal's durable execution platform (used by Datadog, Netflix, and Stripe) and offers 100+ integrations, AI-assisted runbooks, case management, and lookup tables. Founded in 2024 by Chris Lo and Daryl Lim.
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