Mobilint, Inc.
Mobilint is a Korean fabless AI semiconductor company designing Neural Processing Units (NPUs) for edge AI inference, serving enterprise customers across security, manufacturing, smart cities, healthcare, and retail through proprietary hardware, software tools, and a global partner network.
- Company typePrivate
- Founded2019
- HeadquartersSeoul, South Korea
- Headcount11–50
- GTM typeB2B
- OfferingHardware or Manufacturing
What Mobilint, Inc. does
Mobilint, Inc. is a Korean fabless AI semiconductor company founded in 2019 that designs and develops Neural Processing Units (NPUs) optimized for high-performance AI inference at the edge. The company is headquartered in Seoul with a US office in San Jose and operates under a hardware-led model with two proprietary chip platforms: ARIES, delivered as PCIe cards (MLA100 and MLA400) and the MLX-A1 Edge AI Box, delivering up to 80 TOPS; and REGULUS, the next-generation standalone AI System-on-Chip that won the CES 2025 Innovation Award. Both platforms are supported by SDK qb, a full-stack development toolkit comprising a driver, runtime, and qb compiler that ingests models from TensorFlow, TFLite, ONNX, KERAS, and PyTorch, plus a Model Zoo of 400+ pre-compiled models distributed via GitHub and Hugging Face.
Revenue is generated through three channels: NPU hardware sales (PCIe cards, Edge AI boxes, System-on-Modules), SDK and software licensing, and professional services from consultation through PoC to operational optimization. Pricing is quote-based via a formal enterprise sales process with multi-year contracts; no public price list is available. The go-to-market combines direct enterprise sales with a global partner network spanning Korea, USA, EU, Taiwan, and Japan, including distributors, system integrators, and embedded-computing partners such as Lanner, Aetina, Advantech, Einsis, and World Micro. The customer base is horizontal across security and surveillance, smart cities, manufacturing, healthcare, retail, and autonomous systems, with named enterprise users including Korea's Public Procurement Service, POSCO DX, and Lotte Innovate.
Mobilint, Inc. firmographics
Firmographics- Name
- Mobilint, Inc.
- Legal name
- Mobilint, Inc.
- Website
- https://mobilint.com
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Mobilint is a Korean fabless AI semiconductor company designing Neural Processing Units (NPUs) for edge AI inference, serving enterprise customers across security, manufacturing, smart cities, healthcare, and retail through proprietary hardware, software tools, and a global partner network.
- Ownership category
- akta.pro rank
Mobilint, Inc. industry classification
Industry- Product category
- Edge AI Semiconductor (NPU)
- NAICS
- Computer Terminal and Other Computer Peripheral Equipment Manufacturing (334118), Software Publishers (5132)
- SIC
- Computer Peripheral Equipment, Nec (3577), Electronic Computers (3571)
- akta.pro primary industry
- Edge AI Hardware & NPUs (SoCs, modules, accelerators) (HDAAAJAC)
- akta.pro secondary industries
- On-Device Inference Runtimes & SDKs (mobile/embedded) (HDAAAJAB), AI Inference Hardware & Edge Accelerators (HDAAAAAC), AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers) (HDAAAAAI)
Keywords
Where Mobilint, Inc. is headquartered
LocationHeadquarters
- HQ city
- Seoul
- HQ country
- South Korea
- HQ region
- Asia
Offices2 records
Markets served
Mobilint, Inc. 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, Infrastructure
Revenue model
- NPU Hardware Sales: Sale of AI accelerator products including PCIe cards (MLA100, MLA400), Edge AI boxes (MLX-A1), and System-on-Modules. Products sold as standalone hardware components or embedded in partner systems.
- SDK and Software Licensing: SDK qb software development kit providing driver, runtime, and compiler tools for developing on Mobilint NPU hardware. Includes Model Zoo access and technical support.
- Professional Services: End-to-end support including product consultation, compatibility testing, PoC execution, and operational optimization services.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Custom enterprise pricing based on product configuration and project scope |
Go-to-market motion3 records
Distribution channels2 records
Marketing channels5 records
Mobilint, Inc. product offering
Product offeringCore offering
Mobilint designs and sells Neural Processing Unit (NPU) chips and supporting software for edge AI inference. Its offerings include the ARIES NPU product line (PCIe Cards MLA100 and MLA400, and the MLX-A1 Edge AI Box), the next-generation REGULUS standalone AI System-on-Chip, and the SDK qb software development kit with a Model Zoo of 400+ pre-compiled models. The NPU delivers up to 80 TOPS of performance with high power efficiency and supports major ML frameworks for enterprise edge AI deployment.
Product overview
Mobilint provides a comprehensive edge AI hardware and software ecosystem centered on two NPU chip platforms: ARIES and REGULUS. The ARIES product line offers PCIe cards (MLA100, MLA400) and the MLX-A1 Edge AI Box for immediate deployment, while REGULUS represents the next-generation standalone AI SoC. SDK qb serves as the unified software layer across both platforms, providing model compilation, runtime execution, and development APIs in C++ and Python. The Model Zoo provides 400+ pre-compiled models for rapid deployment. This integrated hardware-software approach enables high AI performance (up to 80 TOPS) with power efficiency for edge applications.
Differentiator
Problem solved
Functional benefit
Brands
- ARIES: AI accelerator product line including MLA100 PCIe Card, MLX-A1 Edge AI Box, and MLA400 PCIe Card
- REGULUS
- SDK qb
- Model Zoo
Products and services
- ARIES NPU Product Line High-performance edge NPU product line delivering up to 80 TOPS with power-efficient operation, supporting 400+ AI algorithm models and shipped with a user-friendly full-stack SDK. Available in PCIe Card (MLA100, MLA400) and Edge AI Box (MLX-A1) form factors for enterprise edge AI deployment.
- MLA100 PCIe Card Edge NPU PCIe card in the ARIES product line offering high versatility with support for over 400 AI algorithm models, an intuitive interface for rapid development, and up to 80 TOPS performance.
- MLA400 PCIe Card High-performance edge NPU PCIe card in the ARIES product line designed for demanding AI workloads requiring maximum throughput and power efficiency.
- MLX-A1 Edge AI Box Complete edge HPC board based on ARIES for a wide range of edge AI applications, featuring MIPI, USB, and Ethernet connectivity, and optimized for parallel processing of the latest AI models including LLMs. CES 2026 Innovation Awards Honoree.
- REGULUS Standalone AI SoC Next-generation standalone AI System-on-Chip delivering advanced NPU capabilities for edge AI workloads, positioned as the successor to ARIES with enhanced performance and features. CES 2025 Innovation Awards Winner in Artificial Intelligence Category.
- REGULUS System-on-Module (SoM) System-on-Module form factor based on the REGULUS chip for embedded AI system integration by OEMs and system integrators.
- SDK qb Comprehensive software development kit for Mobilint NPUs comprising Driver (software-hardware bridge), qb Runtime (inference execution), and qb Compiler (model-to-.mxq conversion). Supports Linux and Windows, major ML frameworks (TensorFlow, TFLite, ONNX, KERAS, PyTorch), and provides C++ and Python APIs (mbltml module).
- Model Zoo Growing collection of 400+ (over 490 by December 2025) open-source models precompiled with Mobilint's qb compiler into .mxq format. Includes computer vision, NLP, and multimodal AI models ready for immediate deployment on supported NPU hardware. Available on GitHub and Hugging Face.
Quantifiable outcome
- 80 TOPS peak performance with high power efficiency
- +3 more outcomes
Companies that use Mobilint, Inc.
Customer profileNamed customers3 records
Segments6 records
Ideal customer profiles2 records
Mobilint, Inc. technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration8 records
AI capability11 records
Feature5 records
Mobilint, Inc. partnerships and signals
Strategic signalPartnerships
Twelve partnerships are on record, tiered core and minor.
- Lanner (Taiwan)coreNPU integration agreement signed at Computex. Lanner integrates Mobilint's NPU technology into their edge computing and network appliances.
- Aetina (Taiwan)coreNPU integration partnership. Aetina incorporates Mobilint NPUs into their AI acceleration solutions for edge deployment.
- Advantech (Taiwan)coreNPU integration agreement at Computex. Advantech embeds Mobilint NPU technology into their industrial computing platforms.
- Nota AIcoreAI optimization technology supply and strategic partnership agreement. Nota AI provides AI optimization technology while Mobilint supplies NPU hardware for integrated edge AI solutions.
- Lotte InnovatecorePartnership to accelerate smart infrastructure and physical AI deployment. Joint development of AI-powered solutions for infrastructure applications.
- POSCO DXcorePartnership for redefining industrial AI solutions. Focus on deploying AI technology in manufacturing and industrial environments.
- INTOPSminorMOU for joint AI manufacturing solutions development. Collaborative effort to develop AI solutions for manufacturing sector.
- AWS (Amazon Web Services)coreAWS Partner Network member. Collaboration on connected edge intelligence solutions, integrating Mobilint NPUs with AWS IoT Greengrass for distributed edge-cloud AI deployment.
- Einsis (Korea)minorKorean distribution partner for Mobilint products and technical support services.
- DSNG System (Korea)minorKorean partner providing technical support and distribution services for Mobilint solutions.
- World Micro (USA)minorUS-based distribution partner for Mobilint products.
- E-Components (USA/EU)minorElectronic components distributor serving US and EU markets for Mobilint products.
Scale indicators6 records
Recent moves6 records
Expansion highlights7 records
Mobilint, Inc. competitors and assessment
Company assessmentBroad incumbents
- Intel: Intel's Movidius vision processing units and OpenVINO toolkit serve edge AI inference at scale, backed by Intel's data-center-to-edge stack. As a broad incumbent, Intel competes on ecosystem breadth and integration with x86 server infrastructure rather than on Mobilint's power-efficiency niche.
- NVIDIA: NVIDIA's Jetson platform (Orin, Thor) dominates edge AI inference with mature CUDA/TensorRT ecosystem and far larger engineering resources. While Mobilint competes on price/performance for specific use cases, NVIDIA's incumbent position in AI compute sets the competitive benchmark Mobilint must meet or differentiate against.
Direct peers
- EdgeCortix: EdgeCortix (Japan) produces edge AI accelerators (SAKURA-II SoC) with comparable dynamic neural network acceleration. Both companies target industrial, surveillance, and autonomous system customers in the Asia-Pacific region with similar TOPS/watt positioning.
- Syntiant: Syntiant (US) produces ultra-low-power neural decision processors for edge audio/vision inference. While more audio-focused, the company's NDP architecture competes for the same always-on edge AI workloads as Mobilint's NPUs in IoT and embedded applications.
- Kneron: Kneron (US/Taiwan) produces edge AI SoCs (KL series) and IP cores combining NPU + CPU for on-device inference. Directly comparable in target use cases (smart city, industrial, IoT) and in selling both hardware modules and SDK+model-zoo developer tooling.
- Axelera AI: Axelera AI (Netherlands) builds edge AI accelerators (Metis AIPU) delivering comparable TOPS performance for computer vision and generative AI at the edge. Both companies target PCIe cards, embedded modules, and developer-friendly SDKs for European and global enterprise customers.
- Hailo: Hailo (Israel) designs edge AI NPUs (Hailo-8, Hailo-15) targeting vision processing on-device at similar TOPS/watt envelopes as Mobilint's ARIES. Both companies sell PCIe/embedded form factors with SDKs and pre-trained model libraries to industrial, surveillance, and automotive customers.
- Mythic: Mythic (US) develops analog compute-in-memory AI accelerators for edge inference. Both companies sell edge-focused NPUs with companion SDKs and target similar vision-centric industrial and surveillance use cases at comparable power envelopes.
Regional players
- FuriosaAI: FuriosaAI (Korea) develops AI accelerators (RNGD) for data center and edge inference, sharing the Korean AI semiconductor ecosystem with Mobilint. While FuriosaAI focuses more on server-side inference, both companies compete for Korean enterprise AI procurement and government AI chip initiatives.
- Rebellions: Rebellions (Korea) designs AI chips (ATOM, REBEL) targeting data center and financial services inference. As a fellow Korean fabless AI chip startup, Rebellions competes with Mobilint for Korean Series C-tier venture capital, government recognition, and enterprise customer relationships.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Mobilint, Inc. social profiles
Digital presenceMobilint, Inc. compliance and trust
Trust signalCompliance1 record
Mobilint, Inc. financial estimates
Financial estimateRevenue estimate
Valuation estimate
Mobilint, Inc. leadership team
Management profileNumber of profiles
Profiles5 records
Mobilint, Inc. funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Mobilint, Inc. 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, Inc.
What does Mobilint, Inc. do?
Mobilint designs and sells Neural Processing Unit (NPU) chips and supporting software for edge AI inference. Its offerings include the ARIES NPU product line (PCIe Cards MLA100 and MLA400, and the MLX-A1 Edge AI Box), the next-generation REGULUS standalone AI System-on-Chip, and the SDK qb software development kit with a Model Zoo of 400+ pre-compiled models. The NPU delivers up to 80 TOPS of performance with high power efficiency and supports major ML frameworks for enterprise edge AI deployment.
Is Mobilint, Inc. a public or private company?
Mobilint, Inc. is a private company. It is classified as venture growth investor backed and is currently operating.
When was Mobilint, Inc. founded?
Mobilint, Inc. was founded in 2019. It employs 11 to 50 people.
Where is Mobilint, Inc. based?
Mobilint, Inc. is headquartered in Seoul, South Korea, in the Asia region.
How does Mobilint, Inc. make money?
Three revenue lines are on record. NPU Hardware Sales are the primary driver. The others are SDK and Software Licensing and professional Services.
Who are Mobilint, Inc.'s main competitors?
Broad incumbents on record are Intel and NVIDIA. Direct peers are EdgeCortix, Syntiant, Kneron, Axelera AI, Hailo and Mythic. Regional players are FuriosaAI and Rebellions.
Does Mobilint, Inc. have an API?
Yes. SDK qb provides a comprehensive software development kit with runtime libraries for Mobilint NPUs. The SDK includes C++ and Python APIs (via mbltml module) for device management, inference execution, and monitoring. Key API functions include device initialization (mbltmlInit/mbltmlInitDevices), device enumeration (mbltmlGetDeviceCount), hardware info retrieval (mbltmlGetHardwareVersion, mbltmlGetFirmwareVersion), performance monitoring (mbltmlGetTotalUtilization, mbltmlGetTemperature, mbltmlGetTotalPower, mbltmlGetMemoryUsage), and per-process/per-core usage tracking. The runtime library (qb Runtime) provides interfaces for running pre-compiled .mxq models on supported NPU hardware. Version v1.3.2 is the latest release. Developer documentation is at docs.mobilint.com.
What industry is Mobilint, Inc. in?
Mobilint, Inc.'s product category is Edge AI Semiconductor (NPU). Its primary akta.pro industry code is HDAAAJAC, Edge AI Hardware & NPUs (SoCs, modules, accelerators), with a secondary code of HDAAAJAB, On-Device Inference Runtimes & SDKs (mobile/embedded). Its NAICS code is 334118 and its SIC code is 3577.