Where Ops Singularity runs in production today, what it replaced, and what changed. Customer identities are withheld by request; every engagement can be referenced under NDA.
One of India's largest mobile networks, ~12.5 million alarms a day, replaced a reactive, rule-based NOC model with governed agentic AI, running entirely inside its own data centre with zero public-LLM dependency.
Customer references and detailed results are available under NDA.