Side-by-side comparison of AI visibility scores, market position, and capabilities
YC-backed confidential computing for AI; runs on NVIDIA H100/H200 and Blackwell GPUs with hardware attestation; cryptographically verifiable AI privacy without code changes. Founded 2023.
Tinfoil is a YC-backed confidential computing platform that makes AI workloads cryptographically provable as private — not just policy-asserted — without requiring customers to change any code. The platform runs on NVIDIA H100, H200 Hopper, and Blackwell GPUs using hardware-backed trusted execution environments (TEEs), producing cryptographic attestations that prove to data owners exactly what computation occurred and that no unauthorized party accessed the data.
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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