Understanding that enterprise migrations can be structurally complicated, costly, and constrained in certain environments, many software and cloud providers offer extended maintenance, support, and security updates. Oftentimes, though, they come with caveats and firm end dates. Red Hat is looking to shake up this paradigm with its announcement at Red Hat Summit of the Red…
A data ontology starts with a simple but powerful shift: organizing data by meaning, not just structure. In practice, it provides a shared semantic framework that defines what data represents, how key entities relate and how that meaning is consistently understood across systems, teams and acquisitions. By integrating data across silos and domains, an ontology…
AI is making software development faster, but in many organizations, delivery is not improving. Developers are generating more code, completing tasks more quickly and appearing more productive. On the surface, it looks like a clear gain, driven by advances in generative AI in the software development life cycle. But that view is incomplete. From what…
CIOs and other IT leaders are experiencing a make-or-break moment as they face major new expectations in their roles, including the ability to lead change and build AI-ready teams. IT leadership experts have been talking for years about the need for CIOs to focus on business results, in addition to providing technical expertise and keeping…
I say this not as a spectator to the AI tooling wave, but as an engineer who has spent the last four-plus years building and scaling production systems across payments, multi-tenant platforms and reliability-sensitive environments, and who has had to make architectural decisions where failure would not have been theoretical. In one recent role, I…
The Register reports on research that explores managerial uses of AI-based “digital twins” to augment their leadership capabilities. The result: The paper’s authors don’t appear to understand leadership well enough to draw a useful conclusion. Very short analysis: To the extent digital twins are twins, by definition their performance must be exactly as good as…
Most conversations about AI and payments focus on agents shopping for people — ordering groceries, booking flights, comparing prices. But there’s a less visible and larger shift happening underneath: AI agents paying other AI agents directly. Not on behalf of a consumer. As part of their own workflows. When one agent needs data, compute or…
삼성전자는 글로벌 임직원 지원과 소프트웨어 개발 환경의 효율적 운영을 위해, 개발 프로젝트 전반에 걸쳐 단일 애플리케이션 개발 플랫폼 표준화를 추진했다. 자바 SE 유니버설 서브스크립션 도입을 통해 라이선스 관리 체계를 일원화하고, 컴플라이언스 대응과 IT 운영 효율성을 높이는 한편, 주요 업무 환경의 보안 강화에도 나섰다. 삼성전자 AI센터 이근호 부사장은 “자바 SE 유니버설 서브스크립션 도입으로 내부 엔지니어링 조직에…
가트너에 따르면, AI 에이전트가 정확한 답변을 최적의 비용으로 제공하기 위해서는 에이전틱 워크플로우의 각 단계에서 입력되는 정보의 맥락을 이해해야 한다. 이를 위해서는 조직 내 데이터가 어떤 의미를 갖고 있으며, 데이터 간 관계와 규칙이 어떻게 구성되어 있는지에 대한 명확한 시맨틱 기반이 필요하다. 가트너 수석 VP 애널리스트 리타 살람는 “에이전틱 AI의 성과는 데이터의 시맨틱 표현을 포함한 맥락에 달려…
IBM CEO 스터디는 전 세계 CEO 2,000명을 대상으로 진행되는 연례 조사다. 올해 조사에서는 AI 도입이 기업 전반으로 확대되면서, 리더십 운영 방식과 의사결정 체계, 조직 구조 전반의 변화 필요성이 커지고 있는 것으로 분석됐다. 주요 조사 결과를 보면, 응답 기업의 76%는 2026년 기준 최고 AI 책임자(CAIO)를 두고 있다고 답했다. 2025년 26%에서 증가한 수치다. 또한 AI를 조직 운영의…