Business - 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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Business

The Product That Never Was

Eigen Security / May 12, 2026

Two Industries, Two Very Different Problems A car manufacturer sells you a car. But the sale isn’t really the end — it’s the beginning. What follows is years of maintenance, warranty work, service contracts, spare parts. The car keeps paying the manufacturer back long after it leaves the lot. Software doesn’t work like that. You

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Business

Seven Waves of AI Shaping Technology and Business Today

Eigen Security / September 6, 2025

The Seven Waves of AI: From Promise to Peril Artificial intelligence has surged forward in waves, each bringing transformative promise alongside complex challenges. For professionals in technology, IT, and business, understanding these waves is critical—not just to leverage AI’s potential, but to navigate the risks that come with rapid innovation. This article explores the seven

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