Telcos Struggle with Data Gaps Despite AI Ambitions
Event summary
- Cloudera's Data Readiness Index 2026 reveals 60% of telcos cannot access data needed for strategic initiatives.
- 90% of telco leaders report infrastructure performance issues restricting operational goals.
- Only 33% of organizations maintain fully governed data, with 22% citing data quality issues leading to poor AI ROI.
- 91% of telcos have a defined data strategy, but 89% believe they have full data visibility while 60% admit they cannot access necessary data.
- Cloudera advises telcos to adopt a 'Private AI in the Network' strategy to close data gaps.
The big picture
The telecommunications industry is grappling with significant data accessibility and governance challenges amid the global deployment of 5G and the shift toward software-defined networking. While AI is essential for network optimization and identifying new revenue opportunities, the industry's readiness to leverage these advancements is hindered by foundational gaps in data ecosystems. Despite strong strategic alignment and executive support, telcos must address these gaps to unlock competitive advantage and fully realize the value of AI.
What we're watching
- Execution Risk
- How telcos will bridge the gap between perceived data capability and real-world execution.
- Regulatory Constraints
- Whether telcos can navigate regulatory hurdles to maximize AI value without moving data to public clouds.
- Competitive Advantage
- The pace at which telcos adopt unified, trusted data ecosystems to support real-time intelligence at scale.
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