Where text and workflow agents pay off
An internal knowledge assistant your team actually uses
Every business has knowledge locked in documents, drives and the heads of a few long-serving staff. A knowledge agent reads that material and answers staff questions in plain language — how do we handle this refund, what is the policy on that, where does this form go. New starters get up to speed faster and your experienced people stop being the help desk for everyone else.
Customer support that resolves, not just deflects
A support agent reads each incoming message, understands the intent, and handles the common cases end to end — checking an order, explaining a process, updating a detail, resolving the ticket. The exceptions get escalated to a human with the context already collected, so your team spends its time on the queries that genuinely need a person.
A website agent that converts as well as answers
Most website chat is a glorified FAQ. A website agent answers the real question, then moves the conversation forward — booking a call, capturing a qualified lead, pointing the visitor to the right product. It works around the clock, so an enquiry at 11pm gets a useful answer instead of a contact form.
Agents that take actions in your systems
The real shift is when an agent stops answering and starts doing. Connected to your CRM, help desk, database or ops tools, it can create and update records, look information up, raise and close tickets, and trigger workflows — handling the judgement-heavy cases that a fixed rule would trip over. That is where a chatbot becomes an agent.
Back-office workflow automation with judgement
Onboarding a customer, processing a request, routing an exception — these are workflows with a handful of "it depends" steps that block simple automation. A workflow agent runs the routine path automatically and uses AI for the decisions, so the process happens the same way every time without someone holding the checklist.