Appledore Research explains how CSPs can prepare data for trusted AI agents and autonomous network operations.
Robert Curran
Consulting Analyst, Appledore Research
Patrick Kelly
Founder & Principal Analyst, Appledore Research
03 Nov 2026
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Most telco data is not yet agent-ready. It is abundant, but often fragmented, poorly connected and missing the context AI agents need to act safely.
This Appledore Research report examines how CSPs are addressing the gap with governed data products, cross-domain correlation, better source data and evidence-based controls. It outlines seven practical principles for improving AI accuracy and advancing network autonomy one use case at a time.
"Better data sets the pace of autonomy."
Appledore Research
AI agents execute work end-to-end across network domains — delivering services, resolving issues, optimizing performance, and managing capacity autonomously.
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