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Mohamed F. Ahmed's avatar

One thing I'd add to the enterprise sales angle: the procurement cycles for AI-enabled infrastructure are getting weird. Traditional telecom buying processes assume 3-5 year depreciation, but AI capabilities are evolving on 6-month cycles. I'm seeing smart founders structure their enterprise deals with modular pricing that accounts for this mismatch - annual base plus quarterly capability upgrades.