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Modernizing Pharmaceutical Employee Support with an AI-Powered HR Assistant
Executive Summary
A pharmaceutical organization sought to modernize employee support by introducing an AI-powered HR assistant. Pronix implemented a conversational AI solution using the Kore.ai SaaS Platform, Microsoft Teams, and a web interface. The assistant unifies access to HR knowledge, payroll, benefits, employee directories, service requests, performance management, recruitment, and recognition systems.
Business Problem
- HR knowledge distributed across multiple platforms
- Repetitive employee inquiries
- Slow access to policies and benefits information
- Limited employee self-service
- High manual support effort
- Dependence on HR personnel
- Lack of a unified workplace interface
Business Solution
- HR knowledge and policy search : Answer employee questions using approved HR policies, FAQs, and knowledge repositories.
- Payroll and benefits support : Provide access to payroll, compensation, benefits, and insurance information.
- Employee directory and profile : Support directory searches, organizational information, and profile-related journeys.
- Access and service requests : Enable supported workflows through Active Directory and ServiceNow.
- Talent and performance support : Connect performance, recruitment, and recognition systems.
- Teams and web access : Deliver employee self-service through familiar workplace channels.
Technical Solution
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The architecture connects Microsoft Teams and Web SDK channels to a Kore.ai HR assistant, approved knowledge sources, HR and workforce applications, and a proposed AWS AI and cloud layer. The implementation includes discovery, conversation design, knowledge preparation, NLP training, integrations, UAT, training, go-live, and hypercare.
Technologies Used
- Kore.ai platform - XO Platform, Conversational AI, Search AI, Generative AI, LLM orchestration, NLP and intent management, Teams integration, Web SDK, Analytics
- AWS AI stack - Amazon Bedrock, Amazon SageMaker AI, Amazon Q for Business, OpenSearch Service, S3, Lambda, API Gateway, CloudWatch, IAM, KMS
- Enterprise integrations - Microsoft Teams, SharePoint, Simpplr, ADP, Backstitch, Active Directory, ServiceNow, Lattice, Greenhouse, Achievers, REST APIs, JWT
Customer Success Outcomes
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Projected Business Outcomes: The percentages below are implementation targets. Final results must be validated through production analytics and customer-approved measurements.
Strategic Value Delivered
Unified employee-support experience - Connects HR knowledge and workforce systems through one conversational layer.
Improved HR efficiency - Reduces manual effort associated with repetitive employee questions.
Scalable workforce automation - Creates a platform for transactional HR workflows and additional employee services.
AI-enabled digital workplace - Embeds intelligent HR support into Teams and the corporate web environment.
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