Most disappointment with AI tools traces back to a mismatch: teams deploy a chatbot expecting the outcomes of an employee.
A basic chatbot is stateless by default, has no access to your organisation's systems, and cannot execute a task — only describe how one might be done.
An AI employee, by contrast, is built around four things: grounded knowledge, tool access, memory, and human approval. Those four together are what let it actually finish work rather than just discuss it.
When evaluating any AI tool for a real department, it's worth asking directly: can it remember, can it act, and does it know when to ask a human? If the answer to any of those is no, you likely have a chatbot, not an AI employee.