Managing AI Coding Costs at Scale: A Growing Concern for Businesses

Artificial intelligence (AI) has revolutionized the way companies approach coding, enabling developers to work more efficiently and effectively. However, as businesses increasingly rely on AI tools, a pressing concern is emerging: the exponential growth of costs associated with these technologies. At Databricks, we’ve witnessed firsthand how agentic coding can measurably improve every velocity metric tracked, with some teams even achieving order-of-magnitude gains in output. But this increased productivity comes at a price – and one that’s unsustainable if left unchecked.