Lohfeld Consulting Group

How to Move from AI Agent Sprawl to AI Maturity

Brenda Crist
Night city skyline at night with glowing arcing network lines over buildings, symbolizing connectivity and data transfer.

AI agent or prompt sprawl signals a predictable stage of AI maturity, but the next stage is within reach. Speed is a natural first measure for teams adding prompts one task at a time, and it helps explain why so many GovCon teams now run dozens of single-purpose prompts and agents with no shared design behind them.

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