Operations | Monitoring | ITSM | DevOps | Cloud

Operations don't pause when people leave the office. In today's business environment, teams execute critical work while traveling for site visits, client meetings, audits, implementations, and leadership alignment. As organizations become more distributed and time-sensitive, mobile connectivity has quietly become operational infrastructure, not just a convenience. Yet connectivity is often treated as an afterthought-something employees "figure out" on the road. From an operations perspective, that assumption creates friction, risk, and avoidable inefficiencies.

I recently tried using AI to create a digital twin of myself. I uploaded a photo, expecting a futuristic, slightly improved version of me... and what did I get in return? A picture of Kim Jong Un. Clearly, AI has a sense of humor-or a very different definition of "twin." Forget Arnold Schwarzenegger and Danny DeVito. Digital Twins 2-Now Starring My AI Doppelgänger From Speedscale's perspective, a digital twin is built from real production traffic, continuously updated, and executable in your test and CI/CD environments.