Our client is a leading EdTech organization with the aim of transforming how students, learners, or professionals can acquire new technology skills. With the help of an AI-powered platform, it offers a variety of courses on technologies like AI, ML, Full Stack development, Cybersecurity, and IoT. They also aim to personalize learning experiences, accelerate skill development, and bridge the gap between education and employability. By using AI in EdTech, the company provides learners with hands-on experience and real-world projects, empowering individuals from all educational backgrounds to build industry-relevant skills and accelerate their careers.
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- The client required automation and streamlining of their student support operations using Salesforce Service Cloud to improve response efficiency and knowledge accessibility. They faced key challenges in their complaint management process, including:
- Manual Case Summarization
Success coaches spent significant time manually analyzing and summarizing student cases. This effort led to inconsistent summaries, delayed follow-ups, and reduced support agent productivity. As student interactions grew, manual summarization became increasingly unsustainable, introducing errors and impacting overall service quality. - Extensive Student Support Data
The student support system generated a large volume of unstructured chat data, making it difficult and time-consuming for success coaches to extract key information. This resulted in missed insights, delayed responses, and reduced effectiveness in student follow-ups. The lack of automated summarization and limited analysis of chat patterns and recurring issues further hindered the overall student experience.
- PROLIM Digital AI understood these challenges and implemented Agentforce for Salesforce Service Cloud to automate case summarization, enhance knowledge accessibility, and improve student support operations. The solution includes:
- Case Summarization with Salesforce Agentforce
Using Agentforce, an advanced Agentic AI capability within Salesforce, the system analyzes student interactions and generates contextual summaries. The AI agent reads case details, extracts key insights, and automatically creates concise summaries within the Salesforce record. This ensures important student information is captured and appended to the student record, reducing manual effort, improving consistency, and enhancing record accuracy for service agents. - Automated Chat Summarization for Faster Student Support
An AI-driven chat summarization feature was implemented to generate concise summaries of student chat conversations. Using Agentforce, the system links chat data to individual student records, enabling support teams to quickly review past interactions and respond more efficiently. This automation reduced manual workload and improved coach productivity by providing instant visibility into structured, summarized chat data.
- PROLIM Digital AI implemented AI solutions for edtech companies using Agentforce and Salesforce Service Cloud to support teams in managing, summarizing, and responding to student interactions. The key results achieved through the solution are:
- 70% reduction in manual effort for case summarization and a 50% decrease in data entry time, allowing success coaches to focus more on student engagement.
- 90% improvement in summary accuracy and contextual understanding, ensuring better case handling and follow-ups.
- Case summarization time reduced to under 10 seconds, marking a nearly 75% improvement in turnaround time.
- Up to 65% reduction in time spent reviewing chat transcripts, with faster access to key conversation insights.
- Enhanced communication insights improved responsiveness, service quality, and student satisfaction.
