Post #188

Silkline raised $4M seed to fix manufacturing's PDF problem. AI supply chain platform turning manual RFQs into automated workflows for advanced manufacturers. Key metrics: • $4M seed led by Origin Ventures • 5x revenue growth YoY • 20% new customers from network effects • Customers: Vast, Castelion, H3X, K2 Space Founder playbook: • Isaac Chambers spotted problem at Lockheed (F-35 delays from manual workflows) • Partnered with ex-Palantir engineer for data integration expertise • Used investor portfolio companies as early customers • Built network effects: suppliers became customers Takeaway: Biggest opportunities hide in boring workflows. Manufacturing runs on PDFs—trillion-dollar coordination problem. Brewed by Startup Beaker.