Technical Debt

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Vizient’s Healthcare AI Platform: Scaling LLM Queries with LangSmith and LangGraph
LangChain· 2025-06-18 15:01
[Music] Hi, I'm Blake Rhodess, director of AI strategy and technology at Vizian. Vizian is a healthcare performance improvement company. Our clients make up 97% of academic medical centers in the US, more than 69% of the acute care hospitals, and over 35% of the amulatory market.We are building a generative AI platform designed to help healthcare providers access and analyze their data more efficiently. Our goal is to unify silo data sets and enable users to extract key insights from patient outcomes to cli ...
Robert Half Research Reveals Key Priorities and Challenges Facing Today's Technology Leaders
Prnewswire· 2025-04-28 12:05
Core Insights - A significant shortage of skilled technology talent is impeding companies' ability to achieve strategic goals and modernize operations, with 74% of technology leaders planning to hire for growth but 87% facing challenges in finding qualified candidates [1][3] Group 1: Priorities and Challenges - The top priorities for technology leaders in 2025 include addressing technical debt, modernizing IT operations, and driving innovation, necessitating a strategic hiring and development plan [2][3] - Technical debt is identified as a major barrier by 55% of tech leaders, highlighting the need for specialized skills in areas like AI, cloud architecture, and cybersecurity [3] - 76% of tech leaders report skills gaps within their teams, particularly in digital transformation and enterprise resource planning (ERP), with 75% expecting demand for such skills to grow in 2025 [3][4] Group 2: ERP and Digital Transformation - 92% of tech leaders face challenges in hiring for ERP-related roles, with evolving ERP platforms requiring professionals skilled in dynamic, cloud-based solutions [3][4] - The integration of intelligent and real-time ERP systems is essential for modern IT infrastructure, yet finding qualified professionals remains a significant challenge [3] Group 3: Key Areas of Focus - Key focus areas for technology leaders include cybersecurity, AI and machine learning, technology modernization, and cloud initiatives, which are critical for improving productivity and supporting agile operations [4][5]