An LLMOps platform takes GenAI to production for a telecom
Telecoms Operator — a telecom organisation — engaged Skillikz on llmops platform: Serving, evaluation and cost control for AI at scale. This case study sets out the business challenge, the AI-led approach we took, the technologies involved and the measurable outcomes delivered over 7 months.
Promising GenAI prototypes stalled before production — no reliable serving, evaluation, cost control or release discipline.
We stood up an LLMOps platform with managed serving, automated evaluation, monitoring and token-cost FinOps, plus CI/CD for prompts and models.
Prototypes reached production in weeks, AI run cost fell 45%, and the platform sustains reliable, well-governed AI at scale.
The AI services behind this outcome
A project like this draws on a focused set of Skillikz services — from first assessment to a working pilot and a clear path to scale.