In-house AI requires talent acquisition (expensive), continuous infrastructure maintenance, ongoing governance/compliance staff, and regulatory monitoring. Pre-built agents use a subscription model with predictable costs and no hidden infrastructure overhead. Most fintechs see ROI within months with agents.