TinyML Chip Vendors Target Differentiation with Full Stack Software Investment
Price: Starting at USD 1,950
Publish Date: 19 May 2025
Code: AN-6428
Research Type: Report
Pages: 14

RELATED SERVICE:

Actionable Benefits
- Gain deeper understanding of Tiny Machine Learning (TinyML) chipset software strategies.
- Understand pressure points in the software stack and build effective product/Go-to-Market (GTM) strategies.
- Assess gaps in software portfolio, relative to the market, to inform product Research and Development (R&D) or partnership strategies.
- Start to develop appropriate Generative Artificial Intelligence (Gen AI) strategy.

Research Highlights
- Forecast of TinyML software and service spending, split by Artificial Intelligence (AI) type.
- Comprehensive assessment of TinyML software stacks across development, data, model operations, and management.
- Comprehensive evaluation of TinyML software capabilities across leading chipset vendors.
- Evaluation of Gen AI strategic opportunities for TinyML chip vendors.

Critical Questions Answered
- What is the state of the TinyML software market?
- How are different chip vendors building out their software capabilities?
- Who has most effectively developed their software stack?
- How can vendors use in-house software capabilities effectively to create synergies?

Who Should Read This?
- Product strategists and leaders across the edge AI hardware ecosystem looking to develop their position in the market.
- Independent Software Vendors (ISVs) building out their software capabilities and expanding their position in market through partnerships.
- Device manufacturers looking to benchmark current and prospective partner software strategies.
Companies Mentioned











Table of Contents
1. KEY FINDINGS
2. KEY FORECASTS
3. KEY COMPANIES AND ECOSYSTEMS
3.1. CHIP VENDORS
4. HOW ARE VENDORS ADDRESSING PAIN POINTS IN THE MARKET?
5. HOW DOES THE TINYML SOFTWARE STACK LOOK TODAY?
6. SOFTWARE TRANSACTIONS CONTINUE, BUT INTEGRATION AND VALUE CREATION
REMAIN CHALLENGING
7. ADDRESSING GEN AI OPPORTUNITY
Companies Mentioned
- Edge Impulse
- Infineon
- Lattice Semiconductor
- Microchip Technology Inc
- NXP Semiconductors
- Qualcomm Inc
- Renesas
- SensiML
- Silicon Labs
- STMicroelectronics
- Synaptics Inc
- Syntiant