Real capabilities our customer experience & cx clients deploy in their first 90 days.
Resolve complex, multi-part customer queries by reasoning across knowledge bases, order history, and product documentation — not just keyword matching.
Provide live agents with real-time suggested responses, policy references, and resolution paths — reducing handle time and improving consistency.
Process thousands of support tickets, reviews, and survey responses to extract themes, pain points, and improvement opportunities.
Classify incoming contacts by urgency, complexity, and type — routing to the right agent or queue automatically.
Generate personalised proactive communications for at-risk customers, upcoming renewals, or service updates.
Automatically score agent interactions against quality rubrics — providing consistent, objective QA at scale.
Identify gaps in your knowledge base from unresolved queries, draft new articles, and flag outdated content.
Transform NPS, CSAT, and operational dashboards into clear, insight-driven narratives for leadership reporting.
Challenge: Intercom's enterprise customers needed an AI support agent that could resolve complex, multi-step customer issues — not just match keywords. Previous chatbots had low resolution rates and frustrated customers.
Solution: Intercom built Fin AI on Claude, leveraging Claude's reasoning capabilities to understand nuanced customer queries, search knowledge bases intelligently, and provide accurate resolutions with clear explanations — escalating only when genuinely necessary.
Source: Intercom Fin AI documentation + Anthropic partnership (2023–2024)
"The difference between Claude and previous models for Fin is the difference between a knowledgeable colleague and a script reader."
— Intercom (Fin AI powered by Claude)
Read full case study →Start with agent assist, not full automation — agents love the support, adoption is fast.
Load your entire knowledge base, product documentation, and policy library before deploying.
Define clear escalation triggers — topics Claude should always hand off to a human agent.
12 specific use cases for customer experience & cx
Case StudyDocumented Anthropic customer story
Best PracticesLessons from 200+ deployments
RoadmapPhase-by-phase deployment plan
ROINumbers to justify investment
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