RoboInd market brief: Edge AI Chips Market is estimated at USD 4.44 billion in 2026. The report cites a CAGR of 21.05% over 2026–2031. By device category, consumer electronics contributed 44.20% of the 2025 Edge AI Chips market size, whereas enterprise/industrial devices…
Market snapshot
- USD 4.44 billion in 2026
- USD 11.54 billion in 2031
Stated compound annual growth rate: 21.05% (2026–2031).
Key market signals
- By chipset, ASICs led with 37.45% revenue Edge AI Chips market share in 2025, while neuromorphic architectures are projected to post a 48.3% CAGR to 2031.
- By device category, consumer electronics contributed 44.20% of the 2025 Edge AI Chips market size, whereas enterprise/industrial devices are forecast to expand at a 24.1% CAGR through 2031.
- By end-user industry, smart-city and surveillance systems held 29.35% of 2025 revenue; automotive and transportation applications are expected to advance at a 26.2% CAGR between 2026-2031.
- By process node, the ≥14 nm tier maintained a 39.20% share in 2025; the ≤5 nm tier is forecast to compound at a 55.4% CAGR through 2031.
- By geography, Asia-Pacific dominated with 43.60% Edge AI Chips market share in 2025, while the Middle East and Africa is the fastest-growing region at a 22.4% CAGR for 2026-2031.
Market drivers and constraints
- IoT-sensor data explosion
- Privacy-preserving, low-latency inference
- 5G-enabled distributed compute architectures
- Proliferation of TinyML in battery devices
- High design and tape-out costs
- Fragmented software stacks
- Thermal limits in fanless edge form factors
- Export controls on advanced AI silicon
Competitive landscape
Public report coverage names Qualcomm Technologies Inc., Alphabet Inc. (Google TPU). The list reflects participants identified by the source and is not a ranking.
Reading the figures: Values follow the market definition and forecast period stated in the source report. Estimates using different scopes should not be combined without normalization.