Mobilint
Mobilint is a South Korean fabless AI semiconductor company developing proprietary NPU chips and edge AI systems (ARIES and REGULUS) for industrial, smart factory, surveillance, robotics, and unmanned vehicle applications, serving enterprise customers through direct sales, OEM integration, and global distribution.
- Company typePrivate
- Founded2019
- HeadquartersYeoksamdong, South Korea
- Headcount51–100
- GTM typeB2B
- OfferingHardware or Manufacturing
What Mobilint does
Mobilint is a South Korean fabless AI semiconductor company founded in 2019 and headquartered in Seoul, specializing in Neural Processing Units (NPUs) and edge AI computing systems. The company designs proprietary NPU silicon under two main product families: the ARIES AI Accelerator family (MLA100 and MLA400 PCIe cards, and the MLX-A1 standalone edge AI box) delivering up to 80 TOPS of inference performance within a 70-watt power envelope, and the REGULUS system-on-chip delivering up to 10 TOPS at under 3 watts for ultra-low-power embedded use cases. ARIES entered mass production in 2024 and now ships globally in multiple form factors; REGULUS is in proof-of-concept with clients and scheduled for Q2 2026 mass production. Both product lines are supported by the qb full-stack SDK, which provides compiler support for PyTorch, TensorFlow, and ONNX and a model zoo of 400+ validated AI algorithms, and are integrated with Nota AI's NetsPresso optimization platform for model compression and quantization.
The company targets enterprise and industrial customers across smart manufacturing, industrial edge AI platforms, smart city and infrastructure, aerospace, and unmanned vehicle applications. Named customers and partners include POSCO DX, Lotte Innovate, DFI, Lanner, Autonics, Spacelintech, and SDT, alongside government registration through the Korea Public Procurement Service. Mobilint goes to market via direct enterprise field sales, global distribution (World Micro), and OEM/embedded integrations with industrial platform partners, with primary demand generation occurring at major industry events such as CES, MWC Barcelona, and Automate. Pricing is quote-based under multi-year enterprise contracts, and the company has raised approximately 100 billion KRW (~$77 million) cumulatively across seed through Series C rounds, with the most recent 70 billion KRW Series C closed in April 2026.
Mobilint firmographics
Firmographics- Name
- Mobilint
- Legal name
- Mobilint Inc.
- Website
- https://mobilint.co
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Mobilint is a South Korean fabless AI semiconductor company developing proprietary NPU chips and edge AI systems (ARIES and REGULUS) for industrial, smart factory, surveillance, robotics, and unmanned vehicle applications, serving enterprise customers through direct sales, OEM integration, and global distribution.
- Ownership category
- akta.pro rank
Mobilint industry classification
Industry- Product category
- Edge AI Semiconductors (NPU)
- NAICS
- Electronic Computer Manufacturing (334111)
- SIC
- Electronic Computers (3571)
- akta.pro primary industry
- AI/Neural Processing Units (NPUs) & ML Accelerators (HDAHAJAF)
- akta.pro secondary industries
- Edge AI Hardware & NPUs (SoCs, modules, accelerators) (HDAAAJAC), On-Device Inference Runtimes & SDKs (mobile/embedded) (HDAAAJAB), Real-Time Vision at the Edge (on-device CV/video) (HDAAAJAE), AI Accelerators (GPUs/TPUs/NPUs/ASICs) (HDAAAAAA)
Keywords
Where Mobilint is headquartered
LocationHeadquarters
- HQ city
- Yeoksamdong
- HQ country
- South Korea
- HQ region
- Asia
Offices1 record
Markets served
Mobilint business model
Business model- GTM type
- B2B
- Offering type
- Hardware or Manufacturing
- Cost components
- Technology or R&D, Personnel, Supply Chain, Operations, Marketing or Sales
Revenue model
- Hardware Sales - NPU Chips and Accelerator Cards: Sale of proprietary NPU chips, PCIe accelerator cards (MLA100, MLA400), and edge AI systems (MLX-A1) to enterprise and industrial customers. Products are available globally through direct sales and distribution partnerships.
- Software Licensing - SDK and Optimization Tools: Licensing of qb SDK development tools and NetsPresso optimization platform for AI model deployment on Mobilint hardware. End users receive compressed, quantized, and optimized AI models in a single package.
- Enterprise Solutions - Custom AI Systems: Custom AI semiconductor solutions and proof-of-concept deployments for enterprise customers including smart factory implementations and industrial automation systems.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Enterprise Hardware Solutions |
Go-to-market motion3 records
Distribution channels6 records
Marketing channels7 records
Mobilint product offering
Product offeringCore offering
Mobilint designs and sells Neural Processing Unit (NPU) semiconductors and edge AI accelerator systems for on-device and on-premise AI inference. Its portfolio includes the ARIES NPU family (MLA100 and MLA400 PCIe cards, MLX-A1 Edge AI Box) delivering up to 80 TOPS at 70W, the REGULUS second-generation SoC delivering 10 TOPS at under 3W, and the qb SDK for AI model deployment. The company targets industrial AI, smart manufacturing, surveillance, robotics, and edge HPC applications sold through B2B direct and distribution channels.
Product overview
Mobilint is a South Korean fabless AI semiconductor company developing edge AI Neural Processing Units (NPUs). The product portfolio consists of two main chip/product families: the ARIES AI Accelerator family (MLA100 PCIe Card, MLX-A1 Edge AI Box, MLA400 PCIe Card) delivering up to 80 TOPS at 70W for high-performance industrial edge applications, and the REGULUS System-on-Chip delivering up to 10 TOPS at under 3W for ultra-low-power embedded applications. Both product lines are supported by the QB SDK with compiler tools for PyTorch, TensorFlow, and ONNX frameworks. The company positions these solutions for edge AI deployment in industrial automation, smart manufacturing, surveillance, robotics, and telecommunications.
Differentiator
Problem solved
Functional benefit
Products and services
- ARIES AI Accelerator High-performance NPU/chip family providing server-grade AI processing at the network edge, supporting over 400 AI algorithm models for industrial and edge AI applications. Entered mass production in 2024 and ships globally in multiple form factors.
- MLA100 PCIe Card PCIe card form factor of the ARIES NPU, described as the world's leading AI performance edge NPU solution. Supports over 400 AI algorithm models with an intuitive interface for rapid development, targeting enterprise edge HPC deployments.
- MLX-A1 Edge AI Box Compact 1.3 kg standalone edge AI box powered by the ARIES accelerator chip, delivering up to 80 TOPS of performance within a 70-watt power envelope. Complete edge HPC board with MIPI, USB, and Ethernet connectivity, optimized for parallel processing of language, vision, and multimodal AI workloads.
- MLA400 PCIe Card Higher-performance variant of the ARIES NPU in PCIe card form factor, integrated with Nota AI's NetsPresso AI optimization platform for hardware-optimized AI models targeting industrial safety, intelligent transportation, smart city, and security surveillance applications.
- REGULUS System-on-Chip Second-generation AI semiconductor chip (SoC) delivering up to 10 TOPS at under 3 watts of power consumption. Optimized for vision-based ML workloads and ultra-low-power edge AI applications including drones, medical devices, and industrial systems. Won the CES 2025 Innovation Award.
- qb SDK Full-stack software development kit with compiler tools supporting PyTorch, TensorFlow, and ONNX frameworks. Includes a Model Zoo of pre-validated models on GitHub and Hugging Face, enabling rapid development and deployment of AI models on Mobilint hardware.
Quantifiable outcome
- Up to 80 TOPS performance at 70W power envelope (MLX-A1)
- +4 more outcomes
Companies that use Mobilint
Customer profileNamed customers6 records
Segments5 records
Ideal customer profiles4 records
Mobilint technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability10 records
Feature6 records
Mobilint partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered core, flagship and minor.
- DFIcoreCollaboration with DFI for industrial edge AI platforms. Development of RM310-RAP smart surveillance system using AMD processors, showcased at Automate 2026 Chicago alongside DFI's industrial computing platforms.
- World MicroflagshipStrategic distribution agreement for worldwide distribution of Mobilint's high-performance, energy-efficient semiconductor solutions targeting the rapidly growing edge AI semiconductor market projected to expand from $17B to over $340B by 2034.
- Nota AIcoreAI optimization technology supply agreement integrating Nota AI's NetsPresso platform into Mobilint's NPU product lineup (MLA100 and MLA400). Enables compressed and optimized AI models for industrial safety, intelligent transportation, smart city, and security surveillance applications.
- Lotte InnovateflagshipPartnership agreement to apply NPU technology to production processes, focusing on humanoid robots and physical AI using vision-language-action (VLA) integrated models. Deployment across manufacturing plants, retail stores, and logistics centers.
- POSCO DXflagshipStrategic partnership to deploy NPU-based smart factory systems. Combines Mobilint's AI semiconductor technology with POSCO DX's industrial manufacturing expertise for intelligent factory solutions.
- SDTminorBusiness agreement integrating SDT's quantum random number generation technology with Mobilint's AI semiconductor for secure data transmission and real-time target identification in next-generation unmanned vehicles and drones.
- SpacelintechminorStrategic business agreement to jointly develop AI space payload utilizing Mobilint's NPU technology optimized for space environment. Addresses technical requirements for AI computations under power, heat, and communication constraints.
- LannercoreStrategic MOU to advance edge AI solutions by integrating Mobilint's AI semiconductor technology with Lanner's industrial platforms. Aims to accelerate global deployment of high-performance edge AI in various industrial sectors.
Scale indicators10 records
Recent moves6 records
Expansion highlights8 records
Mobilint competitors and assessment
Company assessmentBroad incumbents
- NVIDIA (Jetson line): Jetson Orin/Nano edge AI modules are the dominant incumbent in industrial edge AI inference, with a vastly larger software ecosystem (CUDA/TensorRT/Isaac)—Mobilint's primary large-scale competitive threat in industrial and robotics edge deployments.
- Ambarella: US-based edge AI vision SoC incumbent whose CV series (CV72/CV75) is widely deployed in industrial cameras, surveillance, and automotive applications—overlaps with Mobilint's MLX-A1 box and edge vision inference positioning as a broader portfolio competitor.
Direct peers
- Syntiant: US-based ultra-low-power edge AI processor company (NDP120/NDP200) for always-on vision and audio inference—overlaps with Mobilint's REGULUS SoC in the sub-3W edge AI category for embedded devices.
- Sima.ai: US-based edge AI NPU startup (MLSoC family) targeting industrial, smart retail, and machine vision at the edge—competes with Mobilint in low-power edge inference NPUs for embedded applications.
- MemryX: Michigan-based fabless edge AI NPU company (MX3 chip) explicitly co-awarded with DFI for the 2026 Taiwan Excellence Award alongside Mobilint—direct peer in edge NPU silicon, validated on overlapping industrial edge platforms.
- Blaize: US-based edge AI inference processor company offering the Pathfinder and Xplorer NPU platforms for industrial and automotive edge applications—direct competitor to Mobilint in edge NPU silicon targeting industrial workloads.
- Hailo: Israel-based edge AI NPU company shipping the Hailo-8/Hailo-8L processors for industrial, surveillance, and automotive edge inference—directly comparable in product category, target applications, and customer profile to Mobilint's ARIES/REGULUS NPU lineup.
- Axelera AI: Netherlands-based edge AI accelerator startup building the Metis NPU for computer vision and edge inference—comparable in stage, fabless NPU focus, and target verticals (industrial, surveillance, robotics) to Mobilint.
- Kinara (formerly Flex Logix): US-based edge AI NPU company (Ara-1/Ara-2) offering programmable NPUs for industrial and edge vision—directly comparable in fabless edge NPU positioning and customer focus to Mobilint's ARIES line.
Emerging players
- BrainChip Holdings: Australia-based neuromorphic edge AI processor company (Akida) targeting low-power on-device inference for industrial and IoT applications—comparable to Mobilint in ultra-low-power edge AI positioning though differentiated by neuromorphic architecture.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Mobilint social profiles
Digital presenceMobilint financial estimates
Financial estimateRevenue estimate
Valuation estimate
Mobilint leadership team
Management profileNumber of profiles
Profiles4 records
Mobilint funding detail
Funding detailFunding overview
Funding rounds5 records
Investors16 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Mobilint M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Mobilint
What does Mobilint do?
Mobilint designs and sells Neural Processing Unit (NPU) semiconductors and edge AI accelerator systems for on-device and on-premise AI inference. Its portfolio includes the ARIES NPU family (MLA100 and MLA400 PCIe cards, MLX-A1 Edge AI Box) delivering up to 80 TOPS at 70W, the REGULUS second-generation SoC delivering 10 TOPS at under 3W, and the qb SDK for AI model deployment. The company targets industrial AI, smart manufacturing, surveillance, robotics, and edge HPC applications sold through B2B direct and distribution channels.
Is Mobilint a public or private company?
Mobilint is a private company. It is classified as venture growth investor backed and is currently operating.
When was Mobilint founded?
Mobilint was founded in 2019. It employs 51 to 100 people.
Where is Mobilint based?
Mobilint is headquartered in Yeoksamdong, South Korea, in the Asia region.
How does Mobilint make money?
Three revenue lines are on record. Hardware Sales - NPU Chips and Accelerator Cards are the primary driver. The others are software Licensing - SDK and Optimization Tools and enterprise Solutions - Custom AI Systems.
Who are Mobilint's main competitors?
Broad incumbents on record are NVIDIA (Jetson line) and Ambarella. Direct peers are Syntiant, Sima.ai, MemryX, Blaize, Hailo, Axelera AI and Kinara (formerly Flex Logix). BrainChip Holdings is listed as an emerging player.
Does Mobilint have an API?
No public API is recorded for Mobilint.
What industry is Mobilint in?
Mobilint's product category is Edge AI Semiconductors (NPU). Its primary akta.pro industry code is HDAHAJAF, AI/Neural Processing Units (NPUs) & ML Accelerators, with a secondary code of HDAAAJAC, Edge AI Hardware & NPUs (SoCs, modules, accelerators). Its NAICS code is 334111 and its SIC code is 3571.