
Liam Fairfax
Data Management SpecialistThe evolution of enterprise technology has brought us to a fascinating crossroads where decades of institutional memory meet the rapid-fire processing of autonomous systems. Joel Raper, Chief Commercial Officer at Unisys, stands at the center of this transformation, drawing on a career that spans from the early days of service desk operations to
Navigating the New Frontier: Machine-Centric Security Silent digital actors now outnumber the human workforce by a staggering margin, yet these machine entities often operate without the oversight necessary to prevent catastrophic breaches. The expansion of service accounts, cloud instances, and autonomous AI agents has created a shadow landscape
The sheer volume of personal information processed by large language models daily has created a significant privacy paradox for modern digital citizens. While these systems offer unprecedented productivity gains, they simultaneously function as massive data sponges that absorb every query, draft, and confidential thought entered into the
Executives kept betting that more parameters, bigger clusters, and clever prompts would redeem underperforming AI initiatives, yet real-world results kept slipping because models did not know the business and organizations did not run agents with guardrails at scale. The issue was not intelligence in the abstract but missing enterprise
Thesis and Research Questions: Culture as the Decisive Differentiator Confidence in resilience often rests on the wrong pillar when leaders presume more tools guarantee safety, yet incident after incident shows that leadership clarity, culture, and governance decide who bends and who breaks. The central claim examined here is simple but
Vernon Yai has spent his career safeguarding data and reshaping how organizations govern it, and in 2019 he stepped into a CIDO role at Malaysia’s largest property developer to turn that rigor into real-world outcomes. In this conversation, he reflects on moving from land and bricks to code and models, the stubborn analog gaps in inspections and





