Enhance productivity with knowledge base and content generation
Target Audience
Internal employees handling a huge variety of content
Challenge
JPMorgan Chase faced pressure to enhance employee productivity at scale while maintaining strict data security and compliance. Call center employees needed quick access to complex policy documentation, new employees required onboarding support, and developers needed coding assistance — all while protecting proprietary data.
Solution Approach
JPMC built an internal AI platform called LLM Suite that acts as a secure portal to access large language models without exposing company data. The platform includes EVEE Intelligent Q&A for call center agents, a general LLM Suite for content generation, and a coding assistant using GitHub Copilot integration.
Value Add
Within 8 months of launch, over 200,000 employees were onboarded, with more than half using the tools daily. Technology teams reported 10-20% productivity improvements from the coding assistant.
How to Apply This
Knowledge management and content generation pose to highly popular sectors in the field of generative AI. As a start, you can learn more about RAG solutions in this this blog post, as these pose the foundational technology for many knowledge management solutions. For content generation, you can rely on cloud-based service providers as well as free open-source solutions.
Curious about the best choices for generating content in your specific situation? Reach out to me and book a free 30-minute feasibility call.
References
Image credentials: Zulfugar Karimov/ Unsplash
More Interesting Use Cases
Accelerate drug discovery from 10+ to 2.5 years
Insilico Medicine developed the world's first entirely AI-discovered and AI-designed drug candidate to demonstrate positive Phase 2a clinical trial results for idiopathic pulmonary fibrosis.
Personalized Content Production for Marketing
Hyperpersonalized content for customers and faster time-to-market
Transforming Excel Data into Predictive Business Intelligence
Foundation models transform Excel data into forecasts, enabling small companies to predict demand and costs without ML expertise.