In technology, media, and telecommunications (TMT), AI adoption and maturity vary significantly by sector.
Telecom companies tend to be the furthest along at embracing AI, thanks to the sector’s longstanding focus on operational efficiency and customer acquisition/retention. AI technologies are already in widespread use both for customer-facing activities such as contact centers and customer engagement, and for back-office activities such as manufacturing and logistics.
SUBSCRIBE TO BE NOTIFIED OF NEW AI DOSSIER INSIGHTS
of TMT companies expect AI to
have a significant impact on product
offerings over the next five years.
is the expected CAGR
for AI growth in telecom
by 2022.
AI adoption and maturity levels are significantly lower at other types of technology companies, with many companies insisting on seeing sector-specific use cases and proven results before scaling up their AI programs and investments.
Many existing AI efforts in the sector are limited to scattered experiments and small-scale pilots, without an overarching strategy for harnessing the full power of AI and digital data. As more organizations shift their AI workloads to a cloud environment, data integration challenges are intensifying. Some of the most common barriers to access third-party data sources include dealing with disparate data that exists on different systems and merging data from diverse sources. For all these efforts, the right talent and expertise can be critical. Often, AI/ML initiatives fail primarily due to lack of expertise, besides other major factors that include unavailability of production-ready data and an integrated development environment.
Data governance is also a hot-button issue, as many TMT organizations still lack a formal data governance framework and a dedicated budget to address the issue. A shortage of specialists and difficulty in building a comprehensive data strategy are among the top challenges impeding data governance efforts.
Top challenges facing TMT AI adopters:
of TMT organizations believe that AI-powered transformation will happen over the next three years.
of TMT organizations achieved ROI of above 20% due to AI investments.