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AI Cost Optimization and the Problem of Runaway Token Costs

Growth Acceleration Partners | June 15, 2026

Large Language Models

AI Cost Optimization and the Problem of Runaway Token Costs

For much of the AI boom, the conversation focused on capability. The question was what AI could do, where it could be applied and how quickly it could deliver value. Now, attention is being drawn to a different question: what does it cost to run AI at scale? As models grow more autonomous, agentic systems […]

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Why Agentic AI Projects Fail Before They Make It to Production

Growth Acceleration Partners | April 27, 2026

Large Language Models

Why Agentic AI Projects Fail Before They Make It to Production

Most companies have a quiet graveyard of AI projects. Somewhere in some forgotten folder, the decks for a “smart customer assistant,” an “intelligent contract analyzer,” or an “autonomous support agent” are still sitting there, once promising, now abandoned after the pilot phase. This is not anecdotal. MIT’s Project NANDA found that despite tens of billions […]

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