The Total Cost of Ownership Trap in Enterprise AI SaaS

Enterprise AI SaaS decisions often go wrong due to a large gap between the initial cost and the total cost of ownership. This gap is caused by hidden costs such as integration, training, and change management. Engineers should build a TCO model before making a decision. This involves considering the base platform fee, per-seat licensing, usage-based components, and add-on modules. It's essential to factor in the cost of custom integrations, which can range from $15,000 to $120,000, and the cost of training and change management, which can be $320,000 to $480,000 for a 100-person company.