COSTS & ROI
What does AI automation cost for a business?
The cost of an AI workflow depends far more on process complexity and integrations than on the chatbot interface. A useful budget separates implementation from ongoing operating costs.
Implementation cost drivers
Number of systems, API quality, approval logic, data preparation, testing and exception handling determine most of the initial effort.
Ongoing costs
Model usage, hosting, third-party software, monitoring and maintenance should be included instead of looking only at token prices.
Start with one workflow
A focused first workflow makes it easier to measure saved time and operational quality before expanding.
Calculate the business case
Compare the total cost of the workflow with manual time, response delays, missed leads and quality improvements over a realistic period.