您的CRM保存着管道阶段数据。您的CS平台保存着健康分数。您的零售系统保存着交易历史。它们之间没有很好地相互沟通,无法回答真正重要的问题:“这个客户的完整情况是什么?”
UPLO Customer 360将销售参与历史、入职记录、支持升级、续约信号、NPS反馈和零售分析整合成统一的知识层,任何收入团队成员都可以自然地查询。
会话开始
加载您的身份以建立您的收入角色——AE、CSM、解决方案工程师、零售运营等——以及您负责的账户:
get_identity_context
获取当前指令。在收入组织中,这些包括季度目标、折扣权限限制、流失减少任务和促销规则:
get_directives
示例工作流
续约前账户审查
一位CSM有480K美元的续约将在45天后到期。他们需要在高管业务审查之前了解完整的账户情况。
search_with_context query="Meridian Industries account health product adoption support tickets last 6 months"
检查是否有任何升级或高管投诉:
search_knowledge query="Meridian Industries escalation executive sponsor feedback"
拉取原始销售笔记以了解初始交易期间承诺的内容:
search_knowledge query="Meridian Industries initial sales proposal value propositions committed deliverables"
查看任何零售或使用分析数据:
search_with_context query="Meridian Industries product usage metrics feature adoption monthly active users"
log_conversation summary="Pre-renewal 360 review for Meridian Industries; compiled health metrics, escalation history, original commitments, and usage data for EBR prep" topics='["renewal","account-review","Meridian-Industries"]' tools_used='["search_with_context","search_knowledge"]'
流失信号调查
每周健康分数报告显示三个企业账户同时低于阈值。客户成功副总裁希望了解是否存在共同的根本原因。
search_with_context query="enterprise accounts health score decline reasons product issues Q1"
search_knowledge query="product reliability incidents outages impact customer-facing last 60 days"
检查是否有关于产品问题或补救计划的指令:
get_directives
使用场景
- 准备高管业务审查,需要跨销售、入职、支持 和产品使用的完整账户历史
- 潜在客户在后期阶段交易中提及竞争对手,您需要找到之前的赢单/输单分析如何描述该竞争对手的优势
- 调查为什么一批账户正在流失,根本原因是产品、服务还是定价
- 将新AE入职到他们负责的区域,需要了解每个战略账户的背景,包括过去的提案、关键联系人和竞争动态
- 零售运营想了解在线参与与店内购买模式的关联情况,针对某个忠诚度细分
- 构建QBR演示文稿,需要按账户层级拉取NPS趋势、工单量和扩展收入
- 客户成功想要识别产品采用率低但合同价值高的账户——"隐性流失风险"模式
客户生命周期关键工具
search_with_context — 收入问题几乎总是需要组织背景。“为什么这个账户有风险?”需要连接支持工单、产品使用数据、CSM笔记和销售历史。图遍历自动完成这项工作。
示例:search_with_context query="Acme Corp account risk factors renewal September"
search_knowledge — 快速查找特定客户工件:提案、SOW、会议笔记、QBR演示文稿。
示例:search_knowledge query="Acme Corp Q3 QBR deck expansion discussion"
get_directives — 收入指令每季度变化。折扣底线、目标账户列表、促销定价和战略账户指定都保存在这里。
export_org_context — 映射收入组织:销售区域、CSM分配、领导层级、关键系统(CRM、CS平台、分析工具)。当客户问“贵公司还有谁我应该联系?”时很有用。
report_knowledge_gap — 当您发现一个账户没有CSM笔记、没有QBR记录或缺少入职文档时,请标记它。沉默的账户是流失风险,差距报告创建可见性。
flag_outdated — 定价表、竞争对标卡和产品能力矩阵很快就会过时。标记过时版本,以便收入赋能团队可以刷新它们。
技巧
- CRM中和企业文档中的账户名称可能不完全匹配(缩写、法律实体名称与常用名称)。搜索时尝试常用名称和法律实体名称。
- 有意结合销售和CS查询。CSM询问“续约风险”和AE询问同一账户的“扩展机会”都应该使用
search_with_context获取完整图景,而不仅仅是他们的领域切片。
- NPS和CSAT分数被提取为结构化字段。在某些情况下,您可以按分数范围搜索:“NPS贬低者账户企业层级。”
- 季度业务审查准备是单一最高价值用例。至少在会议前一周运行它,这样您就有时间填补
report_knowledge_gap发现的任何空白。
Your CRM holds pipeline stages. Your CS platform holds health scores. Your retail system holds transaction history. None of them talk to each other well enough to answer the question that actually matters: "What is the complete picture for this customer?" UPLO Customer 360 stitches together sales engagement history, onboarding records, support escalations, renewal signals, NPS feedback, and retail analytics into a unified knowledge layer that any revenue team member can query naturally.
Session Start
Load your identity to establish your revenue role — AE, CSM, solutions engineer, retail operations, etc. — and the accounts you are assigned to:
get_identity_context
Pull current directives. In revenue organizations, these include quarterly targets, discount authority limits, churn reduction mandates, and promotional campaign rules:
get_directives
Example Workflows
Pre-Renewal Account Review
A CSM has a $480K renewal coming up in 45 days. They need the full account story before the executive business review.
search_with_context query="Meridian Industries account health product adoption support tickets last 6 months"
Check whether there were any escalations or executive complaints:
search_knowledge query="Meridian Industries escalation executive sponsor feedback"
Pull the original sales notes to understand what was promised during the initial deal:
search_knowledge query="Meridian Industries initial sales proposal value propositions committed deliverables"
Review any retail or usage analytics data:
search_with_context query="Meridian Industries product usage metrics feature adoption monthly active users"
log_conversation summary="Pre-renewal 360 review for Meridian Industries; compiled health metrics, escalation history, original commitments, and usage data for EBR prep" topics='["renewal","account-review","Meridian-Industries"]' tools_used='["search_with_context","search_knowledge"]'
Churn Signal Investigation
The weekly health score report shows three enterprise accounts dropping below threshold simultaneously. The VP of Customer Success wants to understand if there is a common root cause.
search_with_context query="enterprise accounts health score decline reasons product issues Q1"
search_knowledge query="product reliability incidents outages impact customer-facing last 60 days"
Check if there is a directive about the product issue or a remediation plan:
get_directives
When to Use
- Preparing for an executive business review and need the complete account history across sales, onboarding, support, and product usage
- A prospect references a competitor in a late-stage deal and you need to find how previous win/loss analyses characterized that competitor's strengths
- Investigating why a cohort of accounts is churning and whether the root cause is product, service, or pricing
- Onboarding a new AE to a territory and they need context on every strategic account including past proposals, key contacts, and competitive dynamics
- Retail operations wants to understand how online engagement correlates with in-store purchase patterns for a loyalty segment
- Building a QBR deck and need to pull NPS trends, ticket volume, and expansion revenue by account tier
- Customer success wants to identify accounts where product adoption is low despite high contract value — the "silent churn risk" pattern
Key Tools for Customer Lifecycle
search_with_context — Revenue questions almost always need organizational context. "Why is this account at risk?" requires connecting support tickets, product usage data, CSM notes, and sales history. Graph traversal does this automatically. Example: search_with_context query="Acme Corp account risk factors renewal September"
search_knowledge — Fast lookup for specific customer artifacts: proposals, SOWs, meeting notes, QBR decks. Example: search_knowledge query="Acme Corp Q3 QBR deck expansion discussion"
get_directives — Revenue directives change quarterly. Discount floors, target account lists, promotional pricing, and strategic account designations all live here.
export_org_context — Maps the revenue organization: sales territories, CSM assignments, leadership hierarchy, key systems (CRM, CS platform, analytics tools). Useful when a customer asks "who else at your company should I be talking to?"
report_knowledge_gap — When you discover an account with no CSM notes, no QBR records, or missing onboarding documentation, flag it. Silent accounts are churn risks, and the gap report creates visibility.
flag_outdated — Pricing sheets, competitive battle cards, and product capability matrices go stale quickly. Flag outdated versions so the revenue enablement team can refresh them.
Tips
- Account names in CRM and in ingested documents may not match exactly (abbreviations, legal entity names vs. common names). Try both the common name and the legal entity name when searching.
- Combine sales and CS queries intentionally. A CSM asking about "renewal risk" and an AE asking about "expansion opportunity" on the same account should both use
search_with_context to get the full picture, not just their domain slice.
- NPS and CSAT scores are extracted as structured fields. You can search by score ranges in some cases: "NPS detractor accounts enterprise tier."
- Quarterly business review preparation is the single highest-value use case. Run it at least a week before the meeting so you have time to fill any gaps that
report_knowledge_gap surfaces.