Assort Health推出AI Agent，实现端到端转诊转化自动化
Assort Health Launches AI Agent to Automate End-to-End Referral Conversion
须知事项
Assort Health宣布Referrals正式上线，这是一款专门用于自动化处理专科转诊入站流程、匹配提供方和预约的AI agent。
该agent在50%的入站转诊中识别出比最初指定提供方更匹配的提供方，从而优化临床匹配并缩短患者等待时间。
该agent由Assort专有的Synapse模型驱动，可从电子传真、扫描PDF、EHR数据流和电话中提取并结构化数据，并将专科特定规则应用于骨科、耳鼻喉科、胃肠病学及其他高业务量领域。
在运动医学与骨科中心（Center for Sports Medicine & Orthopaedics，CSMO）的早期部署中，端到端转诊自动化率约为90%，转化率为77%，患者触达速度也从数天缩短至数小时。
此次产品发布紧随Assort Health获得1.2亿美元C轮融资、任命Sunny Eappen博士为首席医疗官，以及推出用于保留多渠道上下文的Patient Journey Memory框架之后。
弥合转诊流失缺口
传统上，入站转诊通过彼此割裂的渠道到达，例如传真、扫描PDF、EHR数据流和电话。人工接收流程要求工作人员手动提取数据、核实保险并发起触达，导致数天的延迟；在此期间，患者可能转而寻求其他地方的医疗服务，或完全流失。
Assort Health的Referrals agent以自主执行模式取代被动的队列管理：
多渠道摄取与提取：
自动摄取并结构化来自EHR、传真、扫描PDF和电话记录的转诊文件。
Synapse AI与提供方匹配：
该agent由Assort专有的Synapse引擎驱动（基于超过2.25亿次专科特定患者互动和70,000项医疗服务协议训练），评估临床主诉和付款方标准。在50%的转诊中，AI识别出比最初指定提供方更理想、更匹配的提供方。
主动式多渠道预约：
通过语音、双向短信或电子邮件联系患者，并在收到转诊后一小时内将预约直接安排至EHR中。
持续的旅程记忆：
在各渠道之间保留互动上下文记忆。如果患者数天后通过电话或短信再次互动，AI会继续对话，而不会强迫患者重新开始接收流程。
闭环提供方更新与分诊升级：
当转诊已预约、完成或被判定为不符合条件时，自动通知转诊医生；同时将复杂临床病例连同源文件一并升级至人工工作人员处理。
运营影响与企业规模
在Center for Sports Medicine & Orthopaedics等机构的早期部署显示，端到端转诊自动化率约为90%，患者转化率为77%，将原本3至4天的人工延迟替换为数小时内完成触达。
此次产品推广紧随Assort Health完成1.2亿美元C轮融资之后。该轮融资由Menlo Ventures领投，估值达12亿美元，将支持其患者服务可及性AI平台在独立医疗集团和医疗卫生系统中的扩展。
“医疗机构不需要另一个收件箱或仪表板，让工作人员在另一个地方管理同样的工作，”Assort Health创始人兼联合CEO Jeffery Liu表示。“Assort的Referrals agent会自行完成工作：它读取转诊信息，应用医疗机构的规则，并将患者带入预约对话。”
What You Should Know Assort Health announced the general availability of Referrals, an AI agent purpose-built to automate inbound specialty referral processing, provider matching, and appointment booking.
The agent identifies a better-fit provider than the one originally designated in 50% of inbound referrals, optimizing clinical alignment and reducing patient wait times.
Powered by Assort’s proprietary Synapse model, the agent extracts and structures data from e-faxes, scanned PDFs, EHR feeds, and phone calls—applying specialty-specific rules across orthopedics, ENT, gastroenterology, and other high-volume fields.
Early deployment at the Center for Sports Medicine & Orthopaedics (CSMO) demonstrated an automation rate of ~90% for end-to-end referrals, a 77% conversion rate, and a reduction in patient outreach speed from days to hours.
The product launch follows Assort Health’s $120 million Series C financing, the appointment of Dr. Sunny Eappen as Chief Medical Officer, and the introduction of its Patient Journey Memory framework for multi-channel context retention.
Closing the Referral Leakage Gap
Inbound referrals traditionally arrive across fragmented channels—such as faxes, scanned PDFs, EHR feeds, and phone calls. Manual intake workflows require staff to manually extract data, verify insurance, and initiate outreach, resulting in multiday delays during which patients seek care elsewhere or drop off entirely.
Assort Health’s Referrals agent replaces passive queue management with an autonomous execution model:
Multichannel Ingestion & Extraction:
Automatically ingests and structures incoming referral documents from EHRs, faxes, scanned PDFs, and phone records.
Synapse AI & Provider Matching:
Powered by Assort’s proprietary Synapse engine (trained on over 225 million specialty-specific patient interactions and 70,000 care protocols), the agent evaluates clinical complaints and payer criteria. In 50% of referrals, the AI identifies an optimal, better-fit provider than the one originally named.
Proactive Multichannel Scheduling:
Reaches out to patients via voice, two-way text, or email to book appointments directly into the EHR within the hour of referral receipt.
Continuous Journey Memory:
Maintains contextual interaction memory across channels. If a patient re-engages days later via phone or text, the AI resumes the conversation without forcing the patient to restart intake.
Closed-Loop Provider Updates & Triage Escalation:
Automatically notifies referring physicians when a referral is scheduled, completed, or deemed ineligible, while escalating complex clinical cases to human staff with attached source documentation.
Operational Impact & Corporate Scale
Early deployments at organizations such as the Center for Sports Medicine & Orthopaedics demonstrate ~90% end-to-end referral automation and a 77% patient conversion rate, replacing 3-to-4-day manual delays with outreach within hours.
The product rollout follows Assort Health’s $120 million Series C funding round led by Menlo Ventures at a $1.2 billion valuation, supporting the expansion of its patient access AI platform across independent medical groups and health systems.
“Healthcare organizations do not need another inbox or dashboard that asks their staff to manage the same work in a different place,” said Jeffery Liu, Founder and Co-CEO of Assort Health. “Assort’s Referrals agent does the work itself: it reads the referral, applies the practice’s rules and carries the patient into a scheduling conversation.” Reader Interactions