Works for: initial lead processing
The assistant answers common questions about pricing, services, and schedule 24/7, collects contact details, and passes the request to a manager. This closes the main gap for small businesses — missed inquiries in the evening and on weekends.
It matters that it’s connected to your real data and routes the request to where you’ll actually see it. Otherwise it’s just a toy on the site.
Works: routine tasks with text and documents
Product descriptions, customer emails, reviewing incoming documents, filling out repetitive forms. Here, savings are measured in hours per week and are visible right away.
One requirement: you set the tone and the facts—the model doesn’t make them up.
Doesn’t work: AI for the sake of AI
A chatbot that knows nothing about your business. Article generation for volume. Rolling out “artificial intelligence” without a specific process it speeds up.
If a task can’t be framed as “this currently takes X hours a week,” you’re buying not a solution but a feeling of being modern.
Start with a process that’s measured in hours.
An assistant is only useful when it’s connected to your data.
Implementation without savings metrics is waste.
