Agents read 40 messages just to answer one
When a ticket bounces between channels for a week, the next agent has to scroll through every reply to figure out what's going on. CSAT drops, handle time spikes, and customers repeat themselves.
Every Conversation, Already Understood.
Live AI summaries, intent detection, recurring-issue tracking per customer, and a one-click pause when AI shouldn't reply yet. Agents skip the scrollback. Managers see what's trending. The bot stays out of the way when it needs to.
<1sCached summary load
100%Conversations enriched
1-clickAI pause / resume
7 daysRecurring-issue lookback
Common Challenges
"What are people complaining about?" has no quick answer
Topic and disposition data is somewhere in the schema — but managers don't get a weekly digest of recurring issues per customer or org-wide spikes.
AI can't tell when to step back
When a customer is angry, in legal escalation, or mid-handoff to a specialist, an AI auto-reply makes it worse. Most platforms have no per-conversation off switch.
Intent detection is locked behind "Enterprise"
The signals that should drive routing — "this is a refund request", "this is a churn risk" — sit in expensive add-ons.
Features
Live AI summary with cache
Every conversation gets a one-paragraph summary, sentiment trajectory, and key facts. Cached optimistically — agents see it instantly with a "cached Xm ago" badge and a one-click refresh.
Recurring issues per customer
When the same person opens three tickets about shipping in a week, the customer panel shows it. No more treating returning frustration as a fresh inquiry.
Issue Trends + Intent Breakdown
Org-wide view of which topics are spiking, which intents (refund / churn / billing) are growing, and what to staff for next week.
AI Pause / Resume toggle
One click in the conversation header pauses AI auto-reply on that thread. Works across SMS, WhatsApp, email, and chat. Resume restores normal behaviour with a system event in the log.
Auto-detected intent on first message
Every new conversation gets an intent label as soon as the first customer message lands — used for routing, analytics, and the report builder.
Optimistic cache invalidation
New messages flag the cached summary as stale. Agents see the freshness badge and can regenerate on demand without ever seeing wrong-but-fast data.
How We Compare
| Live AI summary with cache + refresh | Yes |
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| Recurring issues per customer | Yes |
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| Per-conversation AI pause toggle | Yes |
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| Auto-intent detection on first message | Yes |
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| Org-wide trend + intent dashboard | Yes |
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Frequently Asked Questions
Where do I see AI summaries in the inbox?
In the right-hand Context panel of any conversation, under AI Insights. Click Run Analysis if not yet generated, or see the cached version with a freshness timestamp and one-click refresh.
How does recurring issue tracking work?
If the same customer contact has 3 or more related conversations within 7 days, the system flags it as a recurring issue on the customer panel. Agents skip the pattern-detection step and go straight to resolution.
What does the AI Pause toggle do exactly?
When enabled, the AI will not send any automated replies on that conversation. Agents work the thread manually. The AI still reads incoming messages for summary and intent updates — it just does not reply. Toggle off to re-enable AI replies.
Does intent detection affect routing?
It can. If your automations use intent as a routing condition (e.g., intent is refund request → assign to billing team), the intent label detected on the first message is the value those automations act on.
How current is the AI summary?
Generated after each new message but cached. The inbox shows a cached timestamp badge. If the conversation has been active since the last cache update, click refresh to get a current summary — agents never see stale data unknowingly.
Can I disable AI Insights for specific queues?
You can disable AI auto-replies per queue in Queue Settings. AI Insights (summaries, intent, recurring issues) are always generated regardless — they do not consume extra AI credits and do not block agent workflows.
Stop Reading Scrollback. Start Reading Summaries.
Open any conversation — the live summary, intent label, and recurring issue badges are already there. Try the AI Pause toggle in the header.
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