Qualcomm Eyes Embedded AI Growth as TinyML Shipments Top 4.1B by 2031
QCOM•Industry forecasts predict TinyML AI chipset shipments will reach 4.1 billion units by 2031 with revenue exceeding $7.8 billion, driven by a 90% CAGR in NPUs and 721 million APAC shipments. A bullish analysis sees Qualcomm's automotive, IoT and data center divisions finally boosting shares beyond smartphone valuation.
1. TinyML AI Chipset Demand
Industry forecasts predict TinyML AI chipset shipments will rise to 4.1 billion units by 2031, generating over $7.8 billion in revenue. Growth is led by NPUs at a 90% CAGR while MCUs dominate unit volumes and APAC shipments surpass 721 million.
2. Qualcomm Diversification Gains Traction
Qualcomm's automotive, IoT and data center divisions have shown accelerating revenue contributions, reflecting a transition from its traditional smartphone focus. This diversification, coupled with expanding AI capabilities, may drive a re-rating if realized growth meets market expectations.
3. Broadcom Valuation Insight
Broadcom's stock trades at roughly 34 times projected current-year earnings but translates to 15.1 times expected 2028 earnings at a $392 share price and $30 billion in AI chip bookings. Management anticipates 84% consolidated revenue growth next quarter on strong AI demand, offering a benchmark for long-term valuation analysis.





