Gray Swan's $40M Series A: The AI Security Firm Trusted by Every Frontier Lab
Pittsburgh's Gray Swan raised a $40M Series A in May 2026, co-led by Wing and Madrona, to secure AI models and agents for OpenAI, Anthropic, Meta, and enterprises.
Startup Funding Guides & Investor Research
Raising startup funding requires matching your stage, traction, and sector to the right investors. Our startup funding resources cover everything from first checks to growth rounds — with actionable guidance for founders navigating today's market.
Startup Funding Essentials
- Stage alignment: Seed, Series A, and growth investors have different risk and return profiles
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- Fundraising process: Decks, data rooms, diligence, and term negotiation
- Market timing: When to raise, how much to raise, and runway planning
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