2+ day, 1+ hour ago  (999+ words) TL; DR: The term "digital twin of operations" is gaining traction in enterprise AI. More platforms are using it, but the definition varies widely. At Skan, we say that a digital twin of operations is a real-time, observable model of…...

2+ week, 2+ day ago  (1587+ words) TL; DR: Agentic AI ROI requires process intelligence first. 80% of enterprise AI projects stall before delivering real results. Organizations achieving $10 M to $30 M+ in annual savings built process intelligence before deploying automation. This article covers the four-phase roadmap, the industry…...

2+ week, 2+ day ago  (1274+ words) TL; DR: Operations leaders at Fortune 500 enterprises report that AI and automation investments are delivering far less efficiency gain than projected. The problem is that traditional automation tools capture only 15 to 20 percent of actual operator activity. The remaining 80 to 85 percent…...

2+ week, 2+ day ago  (1212+ words) The urgency is compounded by a wider AI investment problem. Only 6% of enterprises report meaningful positive ROI from AI programs (Mc Kinsey State of AI, November 2025). That gap begins with incomplete operational data, and engineering productivity measurement is exactly where…...

1+ mon, 1+ week ago  (1148+ words) While working with our Enterprise customers, I've noticed that there's an assumption baked into their AI strategies that I predict will cause most agentic implementations to fail in the coming years. Most organizations I speak to believe that their current…...

1+ mon, 1+ week ago  (749+ words) Skan AI's recognition across three Gartner research publications reflects a broader shift in how the industry understands the foundation of enterprise AI. The Gartner Magic Quadrant for Process Intelligence Platforms contains something that deserves more attention than it's getting. Gartner…...

1+ mon, 2+ week ago  (835+ words) TL; DR: Skan AI Agents are designed from observed human behavior, not manually defined playbooks. The platform's Context Graph of Work captures every decision trace, exception path, and workaround your best operators use, then translates that knowledge directly into agents…...

1+ mon, 3+ week ago  (1227+ words) TL; DR: 88% of organizations use AI regularly, yet only 6% report meaningful financial returns (Mc Kinsey State of AI, 2025). This gap stems directly from poor process visibility, not poor technology. Skan AI's process intelligence closes that gap, giving enterprises the operational…...

3+ mon, 3+ week ago  (1069+ words) TL; DR: Most enterprise automation programs stall not because of technology limitations, but because agents and bots are designed on assumed process maps rather than how work actually runs. Successful automation starts with observation. The sequence matters: observe first, then…...

2+ mon, 4+ week ago  (1221+ words) TL; DR: Most enterprise AI programs fail not because of the technology, but because agents are designed on assumed process maps rather than how work actually runs. Successful AI deployment starts with observation. Skan AI captures every task, click, handoff,…...