All insights
AI strategy5 min read
Stop asking for an AI chatbot. Start with the workflow.
The fastest way to waste money on AI is to build a chatbot with no job. It can sound smart and still do nothing useful for the business.
01
A chatbot is an interface, not the system
Customers and employees do not need a talking box. They need answers, updates, next steps, and completed tasks. The real value sits behind the chat window: the CRM, inbox, documents, ticket system, calendar, database, and business rules.
02
Map the work behind the conversation
Before building, write down what should happen after a message arrives. Does the system answer from company knowledge? Create a ticket? Score a lead? Draft a quote? Alert a human? That map matters more than the chat UI.
- What information does the AI need?
- Which tools should it read or update?
- When should a human approve the output?
- What counts as a successful result?
03
Build the smallest useful workflow
A focused workflow beats a broad chatbot. Start with one job that happens often and has clear business value. Once that works, expand the system.