Same core. Every industry that runs on relationships.同一内核。适配每一个靠关系运转的行业。

Industry pain行业痛点

Clients do not know what they qualify for; brokers re-key documents; lenders and compliance teams need consistent evidence.客户不清楚自己能贷什么;经纪重复录入文档;贷款方与合规团队需要一致证据。

Transaction flow交易流程

Serviceability assessment → product matching → application pack → credit decision → settlement tracking.偿付能力评估 → 产品匹配 → 申请材料包 → 信贷决策 → 放款跟踪。

AI boundaryAI 边界

AI explains options and assembles files; calculations, eligibility and approvals stay deterministic and auditable.AI 解释选项并组装文件;计算、资格与审批保持确定性且可审计。

Industry pain行业痛点

Patients struggle to find the right next step; clinics need clean intake; referrals lose context between providers.患者难以判断下一步;诊所需要清晰接诊信息;转诊在机构之间容易丢上下文。

Care flow诊疗流程

Symptom check → triage intake → GP or specialist match → booking → referral context and records.症状检查 → 分诊接诊 → GP 或专科匹配 → 预约 → 转诊上下文与记录。

AI boundaryAI 边界

AI supports intake, routing and preparation. It does not diagnose, prescribe or replace clinical judgement.AI 辅助接诊、路由与准备,不做诊断、不处方、不替代临床判断。

Industry pain行业痛点

Customers compare policies without clear risk context; brokers and insurers need clean evidence before underwriting or claims decisions.客户比较保单时缺少清晰风险上下文;经纪与保险方在核保/理赔前需要干净证据。

Transaction flow交易流程

Risk intake → cover matching → quote and underwriting pack → policy binding → claims event management.风险录入 → 保障匹配 → 报价与核保材料 → 保单绑定 → 理赔事件管理。

AI boundaryAI 边界

AI helps ask better questions and assemble claim context; risk pricing and coverage decisions remain controlled workflows.AI 辅助提出更好的问题并组装理赔上下文;风险定价与保障决策仍由受控流程处理。

Industry pain行业痛点

Job boards produce volume; employers and candidates need fit, scheduling and decision context across a true two-sided workflow.招聘网站制造数量;雇主与候选人需要的是匹配度、排期与双边决策上下文。

Hiring flow招聘流程

Candidate profile → role matching → screening → interview scheduling → offer → onboarding.候选人画像 → 职位匹配 → 筛选 → 面试排期 → offer → 入职。

AI boundaryAI 边界

AI ranks fit and drafts coordination; final hiring decisions stay with people and must remain explainable.AI 排序匹配度并起草协调内容;最终录用决策由人完成,并保持可解释。

Industry pain行业痛点

Clients arrive with messy facts and documents; firms need structured intake, conflict-safe routing and clear matter progress.客户带着零散事实和文件而来;律所需要结构化接案、安全分流与清晰事项进度。

Matter flow事项流程

Client intake → matter triage → document requests → task assignment → review and client update.客户接入 → 事项分诊 → 文件请求 → 任务分派 → 审阅与客户更新。

AI boundaryAI 边界

AI organizes facts and drafts coordination. Legal advice, strategy and final decisions remain with qualified professionals.AI 整理事实并起草协同内容。法律意见、策略与最终决策由合资格专业人士负责。

Industry pain行业痛点

Clients send documents late and out of context; bookkeepers and accountants need clean evidence before reconciliation, tax and advisory work.客户提交文件晚且缺上下文;记账员和会计在对账、税务与顾问工作前需要干净证据。

Accounting flow会计流程

Client intake → document request → bookkeeping context → reconciliation → tax preparation and advisory handoff.客户接入 → 文件请求 → 记账上下文 → 对账 → 税务准备与顾问交接。

AI boundaryAI 边界

AI helps classify, remind and prepare context; accounting judgement, lodgement and tax advice stay controlled and auditable.AI 辅助分类、提醒与准备上下文;会计判断、申报与税务建议保持受控且可审计。

Industry pain行业痛点

Energy operations combine physical assets, market signals, work orders and exceptions that are hard to coordinate in one place.能源运营同时面对实体资产、市场信号、工单与异常,很难在一个地方协同。

Operating flow运营流程

Asset context → monitoring signal → recommended action → workflow assignment → audit trail.资产上下文 → 监测信号 → 推荐动作 → 工作流分派 → 审计轨迹。

AI boundaryAI 边界

AI assists with operational recommendations and coordination; safety-critical control stays governed by explicit systems and human oversight.AI 辅助运营建议与协同;安全关键控制仍由明确系统与人工监督治理。