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WhatsApp

Human handoff & escalation

From bot to human agent Zero context lost.

When the bot reaches its limit, the chat moves to a live agent with the full transcript, collected attributes and routing already handled. Agents pick up mid-conversation in under a minute, and customers never explain their problem twice.

Headline outcome

<60s

from bot to live agent

42s

median agent pickup after handoff

84%

escalated chats resolved in first session

Use cases

How human handoff & escalation teams use InfiQ

Handoff triggers you define

Escalate on an explicit "agent" request, two failed bot answers, negative sentiment or a high-value account flag — no customer left looping.

Full transcript travels with the chat

Agents open the conversation with every bot exchange plus collected attributes — name, order ID, issue type — already pinned on screen.

Skills-based routing rules

Route by language, topic or customer tier, so billing queries land with billing agents and Hindi chats with Hindi speakers on the first pass.

SLA timers from second one

First-response and resolution timers start at handoff, with breach alerts pinging team leads at 80% of the target.

Load-balanced assignment

Round-robin or least-busy assignment across the shared inbox, with per-agent caps on concurrent chats to protect response times.

Escalation analytics

Track handoff rate, pickup time and which bot intents escalate most, so you fix the flows that leak the most chats.

Measurable outcomes

The numbers human handoff & escalation teams track

Every journey is measured end to end — from first message to the business outcome — inside one analytics view.

Analytics · Human handoff & escalation Last 30 days

Journey funnel

Escalations triggered by bot100%
Routed to the right team97%
Picked up within SLA92%
Resolved in first session84%

median agent pickup after handoff

42s

escalated chats resolved in first session

84%

post-chat CSAT after agent handoff

4.6/5

9:41
D

Deccan Fibernet

online

TodayMessages are end-to-end encrypted. No one outside of this chat can read them.
My internet has been down since morning. Restarted the router twice, still nothing.18:32

Sorry about that. Line check on account DF-88214 shows no outage in your area. This needs an engineer — connecting you now.18:32

Hi, Rahul here from Deccan Fibernet. I've read your chat and the line report — checking your port signal now, give me a minute.18:33

Found it. Your port lost sync at 11:04 — I've reset it remotely. Is the fibre light green again?18:36

Green light and Wi-Fi are back. Sorted in five minutes, thanks Rahul!18:37
Message

The customer experience

What human handoff & escalation customers see

Verified business name, rich templates and tap-to-act buttons — a conversation, not a notification.

Talk to InfiQ

Put WhatsApp to work for human handoff & escalation

Tell us your use-case — we’ll tailor the templates and flows and estimate the cost.

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FAQ

Frequently asked questions

How does the bot know when to hand off?

You set the triggers: the customer typing "agent", the bot missing two intents in a row, specific keywords like "refund" or "complaint", or attributes such as order value crossing a threshold. Each trigger can point to a different team, so a billing escalation and a technical fault never land in the same queue.

Does the agent see what the customer already told the bot?

Yes — the full bot transcript and every attribute the bot collected appear in the agent's view before they send a word. That is the whole point of structured handoff: the customer never repeats their account number, issue or order ID.

What happens if no agent is online when a chat escalates?

The bot sets expectations with your stated hours, captures the issue in full and queues the chat for the next shift. If the reply comes after WhatsApp's 24-hour service window closes, InfiQ re-opens the conversation with an approved utility template so the thread continues cleanly.

Can routing use data from our CRM or helpdesk?

Yes. InfiQ's APIs and webhooks let you enrich the chat with CRM attributes — plan type, lifetime value, open tickets — before routing rules run. A VIP customer can skip the general queue and land directly with a senior agent.

Do WhatsApp's rules limit what agents can reply?

Agents can send free-form replies for 24 hours after the customer's last message, which covers nearly every live handoff. Only if the conversation goes quiet past that window do you need a pre-approved template to restart it, and InfiQ prompts the agent with the right one.

How do we measure whether handoff is actually working?

Watch four numbers: handoff rate, time to agent pickup, first-response SLA hit rate and resolution within the first session. InfiQ reports all of them per team and per bot intent, and you can push the raw events to your BI stack via webhook.

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