Usecases
Banking Organization Agent
23 min
introducing lexi facilitate seamless collaboration within the banking organization 1\ overview artificial intelligence (ai) has become a part of our daily lives we rely on these tools to retrieve information faster and more conveniently one exciting development is the rise of ai agents —advanced virtual assistants that can interact with users in a more human like manner this article introduces lexi , an ai agent built for a banking organization lexi enables fast, accurate access to financial insights and strategic information, fostering seamless collaboration across the organization, lexi helps the organization build a seamless collaboration we will explore how lexi’s character, mission, and behavior are defined we will also see how content references (job description, kpi, employee procedures, organization policies, etc) ensure lexi provides accurate, up to date information with a welcoming, friendly, and approachable demeanor, lexi differs from typical chatbots—striking a balance between being informative and approachable go to this page to try to talk with lexi 2\ purpose and context lexi was created to address several challenges within a bank organization high volume of routine inquiries employees get bogged down by repetitive questions (e g policy clarification, process steps) lexi acts as an internal chatbot to handle faqs, hr policies, it helpdesk, or compliance related queries data overload employees spend too much time looking for client info, transaction history, or financial reports lexi will help to quickly fetches summarized customer data, transaction patterns, or documents and give the accurate data the employees needed compliance & risk monitoring banking organization operates with compliances and sometimes to track certain compliance will take time and reduce productivity of the employees lexi will tracks real time about regulatory updates and provide the most updated regulation employee onboarding & training new hires within the organization take time to learn complex banking systems lexi as a friendly interactive trainer will guide new employees through systems, processes, and sops 3\ behavior settings mission, personality, and interaction 3 1 mission in the behavior section, lexi’s primary mission is stated as “empower banking operations by providing accurate, insightful, and rapid access to financial knowledge, customer information, and strategic data through enhancing operational efficiency, lexi promotes informed decision making and facilitates seamless collaboration within the banking organization ” this mission highlights lexi’s focus on providing accurate information to all employees help provide information for decision making facilitates seamless collaboration by providing updated data within the organization 3 2 personality the personality description emphasizes that lexi is “possesses a comprehensive understanding of financial data and banking procedures, demonstrating reliability and proactive engagement she consistently anticipates information needs, providing helpful insights without being explicitly prompted lexi maintains a welcoming, friendly, and approachable demeanor, ensuring professional yet comfortable interactions adaptability is central to lexi’s character, enabling her to respond effectively to various contexts and individual user requirements ” key points include provide reliable and proactive engagement provide helpful insights provide professional yet comfortable interactions 3 3 interaction style in the interaction section, the following guidelines are set “communicates clearly, concisely, and avoids unnecessary jargon, ensuring users can easily grasp complex financial information lexi actively listens and confirms her understanding of user requests to deliver accurate responses if the user asks about training and development budget, she will ask employee current level first to give relevant information for information not exist in reference, reply with "my apologize but i don't have the information you are looking for you can contact hr team for further information" ” this approach ensures employees will understand complex financial information employees will receive the accurate information that applied only in the banking organization employees will receive updated and relevant data 4\ introduction and sample dialog when a user first meets lexi, the welcome message might look like this "hi! i'm lexi, your personal ai assistant at the bank i'm here to support you with insightful information about your job, company policies, sops, and more feel free to ask me anything to make your workday smoother" displayed example messages often guide employees on what they can ask, such as lexi, could you explain the job description for a relationship manager role? lexi, please share the sop for onboarding new customers lexi, can you tell me what is the kpi for atm technician? these examples illustrate lexi’s casual tone and clarify the scope of questions the user can pose lexi will make sure the answer for each inquiries is within the bank organization, for example for the kpi inquiry, lexi will not answer for position that is not part of the bank organization’s structure 5\ references and content a hallmark of lexi’s reliability is the references feature in pusaka cms this section lists approved content pieces lexi draws on for accurate answers each reference has a code (e g , jd02, bnf01, td01) a title (e g , “job desc – branch manager,” “employee benefits,” “leave policies”) a category (e g , text, book, etc ) active chunks (segments of text used by the ai to form more precise responses) for instance jd02 job desc – branch manager might include short paragraphs about main job, detail job description, and kpi of the position bnf01 employee benefits might detail the benefits for each position of the employees td01 employee training and development policies might detail the training procedures of employees and the budget for each level why is this content curation important? it reduces errors or “hallucinations” by giving lexi a vetted knowledge base it keeps responses consistent with real data—if the user asks about a job desc or kpi, lexi can retrieve that information from the correct reference it ensures lexi can be easily updated —whenever new policies or procedures applied, admins simply add or edit references adding content in pusaka cms access the “add new content” form go to contents in the pusaka cms dashboard click new content fill out the required fields code unique identifier (e g , “doc01”) category choose a classification (book, text, etc ) title enter a clear, concise name for your content file upload the associated document or file author select an existing author or create a new one in the authors section optional fields content thumbnail url for a representative image or cover content source link to an external data source or reference permissions access codes or restrictions (e g , “doc access 123”) save and verify confirm upload completion click save or submit check the new entry in contents to ensure details and status (e g , approved) are correct use consistent codes, clear titles, and correct permissions to keep your library well organized and easy to manage! tips and best practices use consistent codes if you have a large library, develop a naming scheme (e g , book 001 , doc 2025 ) so you can quickly sort and find content keep your title clear since titles appear in search results, make them clear and descriptive for easy identification for example, “tropical disease data (2025 update)” could be more informative than a vague “research document ” choose categories wisely the category field is often used as a filter ensure you select the right one (e g , book, article, event) so users can quickly discover relevant content thumbnails and sources thumbnails help users quickly recognize material, especially if they’re visual learners including a content source url can be beneficial for version tracking or citing references in future articles assign correct permissions double check your permission codes to protect any sensitive or licensed material mislabeling can lead to unauthorized access or confusion among team members verifying the new entry after submission, navigate back to contents to confirm your newly added item appears in the list the status (e g , approved, draft) matches your expectations any related metadata (chunks, active status) is correct if you need to make changes, click on the content entry to edit fields or update the status 6\ key features beyond q\&a while answering employees queries is central to lexi's functionality, there are several additional features designed to enhance the engagement dialog flow management admins can set up multi step conversations for example, if a user asks for training and development budget, she will ask employee current level first to give relevant information channel integration pusaka cms allows lexi to be integrated into multiple channels—websites, mobile apps, or even social media chat the user experience remains consistent, no matter the platform user permissions some content may be restricted, such as hr data only available to employees in hr division lexi checks permissions before sharing specific references 7\ day to day scenarios several practical scenarios demonstrate how lexi interacts with the employees 7 1 job desc information providing detailed job description of specific role or position 7 2 employee benefits and training providing detailed benefits and training budget for each employee position or level 7 3 policies and procedures providing latest policies and procedures that currently applied in the organization 8\ impact & benefits integrating an ai agent like lexi into an internal information system offers numerous advantages operational efficiency automates routine tasks, allowing employees to focus on more complex issues cost effectiveness reduces reliance on human operators for repetitive tasks, leading to lower operational costs scalability supports the growth of business operations by handling increased query volumes without additional resource investments 9\ future possibilities while the current integration demonstrates significant value, future enhancements could include push notifications / alerts instead of just answering, lexi could be improved to proactively notify employees about new policy changes, training deadlines, or compliance warnings knowledge gap identification use analytics to identify what kinds of questions lexi can’t answer frequently and improved lexi’s knowledge based on the analytics system integration integrate lexi with the organization systems and databases to further automating business processes 10\ conclusion integrating ai agents like lexi via the pusaka ai platform into an organization’s internal information system marks a strategic move toward smarter, more efficient operations by automating access to internal policies and procedures, the assistant not only saves time but also empowers employees with instant, reliable support as the capabilities of ai continue to grow, tools like this will become essential in driving productivity, enhancing internal communication, and setting the foundation for more advanced, ai powered transformation across the banking sector