**The big picture:** DICE Corporation has launched an edge AI platform at GSX 2026, integrating AI processing directly into client networks to enhance security and operational efficiency. **Why it matters:** This innovation reduces reliance on third-party analytics, offering a more streamlined and cost-effective approach to security monitoring, which can impact how companies manage their physical and digital assets. **Between the lines:** - The platform processes data on-site, eliminating external analytics hops and improving data security. - It supports a comprehensive detection library for behaviors, interactions, and license plates, with custom solutions for Fortune 500 companies. - DICE has secured over 20 patents related to its Ceila.ai platform, demonstrating significant R&D investment. **Staffing & HR impact:** Reduced external vendor management could free up internal resources, potentially impacting staffing needs for security and IT departments. The enhanced efficiency may also lead to a re-evaluation of roles focused on third-party system integration. **The bottom line:** This move by DICE signals a broader industry shift towards integrated, on-premise AI solutions for security, emphasizing control and cost-efficiency.