AI-Enabled E-Learning Solution for Global Banking Institutions
Summary: Client in the banking industry provides a Learning and Talent Development Platform that allows its employees to assess their current skills by filling out the quiz and identify areas for improvement before upskilling through targeted training programs. To enhance this process, pTools developed an AI-driven recommendation system that uses an algorithm to analyse employees’ quiz responses and intelligently suggests the most relevant modules or training programs, rather than presenting an entire list. This personalized approach improves employee engagement and significantly boosts operational efficiency.
pTools also developed a Learning Assistant Virtual AI Agent that helps the employees with filling out the quiz, sending reminders, helping them understand the modules, providing real-time assistance, etc.
The Challenge: A leading global bank provides a Learning and Talent Development Platform that enables employees to assess their skills, identify gaps, and upskill through training programs or Modules. Employees are required to complete a quiz and give themselves a rank or score out of 10, which then evaluates their current level and are typically presented with a broad list of modules or training programs to choose from.
Client required an AI-driven solution that utilises advanced Machine Learning technology and would analyse and predict the most relevant training modules based on quiz responses and scores, boosting engagement and efficiency.
In addition, Client needed an API-driven Virtual Learning Assistant, seamlessly integrated into the platform, to guide employees in real time and provide instant support with their learning journey.
The Solution: pTools partnered with Client to investigate, develop, and implement an advanced Machine Learning algorithm that aggregates quiz results and employee competency data to build a predictive model. This model recommends specific learning modules for each employee, based on their quiz performance and historical behavioral data. Instead of browsing through a significant list of modules and training programs, employees are now presented with a curated, AI-driven learning path tailored to their individual needs, domain, and current level of skills.
The solution was rapidly adopted by Client and its employees, proving highly effective in increasing engagement and streamlining the upskilling process. By guiding employees toward the most relevant modules, the AI system helped improve overall learning efficiency and organisational capability building.
In addition, pTools developed a Virtual Learning Assistant, designed to support employees throughout their learning journey. The assistant helps users fill out quizzes, provides information about modules, sends automated reminders to complete assessments, and answers employee queries in real time, using only Client’s data.
Leveraging Teravera technology, pTools ensured that the Virtual Learning Assistant eliminates AI hallucinations, only responds from Client’s data, and also complies with strict data privacy requirements. Integrated via a secure API into Client’s Learning and Development platform, the assistant interfaces with their CMS and other internal systems.
It understands unstructured prompts, delivers clear and structured responses, and evolves continuously by learning from user interactions over time, making it smarter and more effective.
These two AI-driven solutions also reduced the workload of the staff as the system is self-sufficient to meet employees' requirements.
Along with the design and development of the solutions, pTools also provides 24/7 support and hosting services to the client.
The Result: The AI-driven solution delivered by pTools has been a success for the Client. By providing employees with tailored learning paths and a Virtual Learning Assistant, operational efficiency significantly improved as employees now spend less time searching for the right training and more time engaging with relevant courses. The initiative has led to higher employee motivation to take up training, with overwhelmingly positive feedback from staff who found the system intuitive, supportive, and impactful.
Engagement levels with training modules have increased considerably, resulting in a more skilled and better-prepared workforce to meet Client’s evolving business requirements.
Managers also reported improved visibility into employee learning progress and skill development, enabling smarter workforce planning. Overall, the solution not only met Client’s requirements but also exceeded expectations by creating a culture of continuous learning and innovation.
