Predict risks, detect negative sentiment, and act early—powered by AI-native support intelligence.
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Even world-class support teams struggle to stay ahead of rising ticket volume and customer expectations.
Without visibility into early risk signals, minor issues can snowball into full-blown escalations—straining Tier 2 support and engineering teams, slowing resolution times, and putting CSAT at risk.
No summarizationEscalations spike due to missed sentiment or priority cues hidden in ticket backlogs.
No resolution automationTier 2 and engineering teams become overloaded with avoidable cases.
Incomplete insightsManual monitoring fails to detect early warning signs across channels like email, chat, and Slack.
Mosaic AI helps B2B SaaS teams prevent support escalations by combining AI sentiment tracking, proactive support alerts, and contextual risk detection—transforming reactive firefighting into predictive, automated prevention.
Book a demoTeams using Mosaic AI see measurable, compounding results within weeks:
Don’t wait for your next escalation to tell you what’s broken.
See how Mosaic AI turns your support data into real-time prevention signals.
Get quick answers to your questions. To understand more, contact us.
AI agents monitor ticket sentiment and topic patterns to detect potential escalations before they happen, prompting proactive outreach and intervention.
Alerts notify managers when risk signals like negative sentiment or repeated issues appear, allowing quick action to protect customer relationships.
Mosaic AI continuously scores tone, urgency, and engagement across tickets and conversations, flagging downward trends early so teams can act before they snowball.
Customers report up to 40% fewer escalations within the first quarter of AI deployment, along with measurable gains in CSAT and response speed.