AI Chatbots With Seamless Human Handoff
The moment a chatbot is judged is the moment it cannot help. If it loops, or hands over and the agent asks the customer to start again, the whole deployment is remembered as the thing that wasted their time.
Discuss your projectWhen it hands off
By rule, not by the model's own judgement about whether it is doing well. Models are poor judges of that.
The customer asks
"Talk to a human", "agent", or any phrasing of it, and the handoff happens immediately. No qualifying questions first, no offer to try once more. This is the rule most implementations get wrong and the one customers resent most.
Retrieval found nothing
The bot does not have the answer in your content, so it says so and escalates rather than improvising around the gap.
The same question twice
If a customer rephrases because the first answer missed, that is a signal the bot is not converging. Two unsuccessful attempts is our default ceiling, and it is adjustable down, not up.
The topic is on the escalation list
Complaints, cancellations, billing disputes, legal or regulatory matters, security reports, anything with a medical or financial-advice dimension. Routed on the first mention.
Frustration is detectable
Explicit annoyance, repetition in capitals, or profanity. Continuing to answer cheerfully at that point makes the situation worse.
The account warrants it
Where you have told us which customers should always reach a person — by plan, value, or flag on the record — the bot greets and transfers.
What your agent sees
The handoff arrives in your existing helpdesk as a conversation already in progress, not as a new ticket with no history. The full transcript is there, in order, so the agent can read what was asked and what the bot answered — including any answer that was wrong, which the agent needs to see in order to correct it.
Above the transcript sits a short summary: what the customer wants, what has been established, what was attempted, and why it escalated. Agents read the summary and skim the transcript, which is the right way round when a customer is waiting.
Whatever the bot looked up is attached — the order it found, the account it identified, the booking it was discussing. The agent should not have to run the same lookups the bot just ran. And because the bot identified the customer earlier in the conversation, the agent does not open by asking for an order number that is already on screen.
Works with your existing helpdesk
The conversation lands where your team already works. We do not ask a support team to adopt a second inbox.
- Zendesk, as a live chat conversation or a ticket with the transcript and summary attached.
- Intercom, handed into the inbox with the conversation intact and attributes set.
- Freshdesk and Freshchat, with the same transfer of context.
- HelpScout, Front, and Crisp.
- Slack or Microsoft Teams, where your team handles escalations in a channel rather than a helpdesk — common for smaller teams and perfectly workable.
- Your own system, via an API or webhook, where support runs inside software you built.
How the transfer is handled
- 01
Tell the customer plainly
"I'm handing you to someone who can help with this." Not a silent change of tone, which customers notice and find disconcerting.
- 02
Set an honest expectation
If an agent is available, the typical wait. If the queue is long, the queue is long — say so. Promising someone shortly and delivering in forty minutes is worse than saying forty minutes.
- 03
Keep the customer in one place
No new window, no "please email us instead", no ticket reference to quote back. The conversation continues in the same thread.
- 04
Handle out of hours truthfully
Outside working hours the bot says nobody is available, gives the next time someone will be, takes a message with contact details, and creates the ticket so the queue is waiting when the team starts. It does not say an agent will be with you shortly at 2am.
- 05
Hand back only if the customer wants
Once a person is involved, they own the conversation. We do not return customers to the bot when the agent closes the chat.
Common questions
Tell us what you need
Describe the problem and we will come back with scope, timeline, and a rate. No obligation to proceed.
Get in touch