To deliver on their AI visions, especially agentic AI, telcos must transform their data foundations and capabilities to avoid “garbage in, garbage out”.
In this report, STL Partners identifies the steps operators can take to get their data ready for AI on the journey towards Level 4+ autonomy. It shows where operators should start, why a use‑case‑driven approach matters, and how to build momentum without creating new siloes or technical debt. It also sets out the North Star for data architecture, governance and technology that enables trusted intelligence at scale, helping operators transform raw, fragmented data into operator knowledge that AI agents can safely act on.
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