Software Development - Eigen Security

AI & Machine Learning, Business, Software Development

Will AI Billing Kill Your Product Margins?

Eigen Security / June 12, 2026

GitHub ended flat-rate Copilot billing on June 1. Token pricing is now live — and some teams are seeing costs jump 10x to 50x. But the bigger issue isn’t GitHub’s decision. Token billing is becoming the industry default across every AI tool and API. If you’re shipping AI features, two cost meters are now running at once. Here’s what that actually means for your margins — and what to do before it shows up on your invoice.

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Half of Companies Are Sitting on a Security Time Bomb — And Don’t Know It

Critical Security Debt in Organizations 2025 Here’s a number worth pausing on: 252 days. That’s how long it now takes the average organization to fix a known security flaw. Not discover it — fix it. And that number has gone up 47% in just five years. This comes from Veracode’s 2025 State of Software Security