System count comes next, since every integration adds engineering time, especially with legacy platforms or tools without modern interfaces. Data condition plays a large role too; scattered, duplicated or unstructured information means extra preparation before any agent can reason over it.
The type of automation shifts the band as well, because a chatbot answering common questions is a lighter build than a voice agent handling live calls or an agent chain making decisions across systems.
Governance requirements add scope when a business operates in regulated spaces and needs audit trails and access controls designed in from the start. Finally, the depth of change management shapes cost, since teams adopting new workflows need training and support during rollout.
Paloren prices each of these variables openly during scoping, so you see which factor moves your number and can adjust scope to fit the budget you have.
The work, made concrete