by Humberto De Santiago | Jul 23, 2026 | Blog
A board meeting. A slide shows “94% operational efficiency” rolled up across the network. Someone asks how the number is calculated. Nobody in the room can answer with confidence. That’s not a dashboard problem. It’s what operational reporting...
by Humberto De Santiago | Jul 2, 2026 | Blog
Most AI in operations stalls for the same reason. The model is fine. The strategy is reasonable. Even the pilot even works in the demo. Then it meets the actual factory floor, hospital wing, or shipyard — and it can’t see anything that matters. It reasons from a...
by Humberto De Santiago | Jun 25, 2026 | Blog
Everyone says IT/OT convergence is the goal. Fewer people explain what it requires to get there — and almost no one talks about why so many attempts stall before they produce anything useful. The answer, in most cases, comes down to data. Specifically, to whether the...
by Humberto De Santiago | Feb 6, 2026 | Blog
Most organizations struggle with the same digital transformation challenge: they know operational visibility matters, but they don’t know where to start. Which assets need tracking? What technology fits each environment? How do you prioritize when everything...
by Humberto De Santiago | Feb 4, 2026 | Blog
Every manufacturer wants to leverage AI. Predictive maintenance that prevents failures before they happen. Optimization algorithms that maximize throughput. Digital twins that model entire operations in real-time. The promise is compelling. The reality is that 70% of...
