Deeper-I
Deeper-I is a South Korean edge AI semiconductor company that designs proprietary NPU SoCs (Tachy-BS402), lightweight compression (XWN), and plug-and-play modules for industrial, transportation, and retail customers needing on-device AI inference.
- Company typePrivate
- Founded2017
- HeadquartersSeocho, South Korea
- Headcount11–50
- GTM typeB2B
- OfferingHardware or Manufacturing
What Deeper-I does
Deeper-I is a South Korean edge AI semiconductor company, founded in 2017 and headquartered in Seocho, that designs and sells deep learning accelerators and tailored AI solutions to industrial, transportation, and retail customers. The firm operates with 11-50 employees as a privately held business and has been consecutively selected for the AI semiconductor support programs hosted by Korea's Ministry of Science and ICT, indicating active government backing.
The company's technology stack is anchored by proprietary intellectual property spanning the full edge AI stack. The Tachy-BS402 NPU (Neural Processing Unit) System-on-Chip powers on-device AI inference, while XWN lightweight compression technology removes redundant computation and compresses model weights into ultra-low bits to deliver high accuracy at minimal compute and power cost. On top of the silicon, Deeper-I offers two module families — the plug-and-play Tachy-Shield and the Tachy-TAU available in both M.2 and SO-DIMM form factors — and complete vertical AI applications including ANPR for parking management, passenger safety monitoring, and self-checkout (SCO). Proprietary development tools (XpochAI Engine and ToolBox) support a structured four-step solution process from customer needs analysis through deployment.
Deeper-I runs a sales-led, direct go-to-market model. Hardware (chips and modules) is sold via its website with a "Buy Now" option for standard products, while customized AI integrations follow a "Contact Us" / quote-based path that involves co-development of data and models. Revenue derives from two streams: AI hardware sales and tailored AI solutions (professional services). Pricing is not publicly disclosed. The company has built international credibility through the IFIA Best Invention Medal (2024 Silicon Valley International Inventions Festival), a Gold Medal (2024 Indonesia Inventors Day), and a Commendation from the Deputy Prime Minister of Korea awarded to R&D head Juhyuk Kim, collectively supporting its 2026 global expansion push in next-generation edge AI.
Deeper-I firmographics
Firmographics- Name
- Deeper-I
- Legal name
- Deeper-I
- Website
- https://deeper-i.ai
- Company type
- Private
- Founded year
- 2017
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Deeper-I is a South Korean edge AI semiconductor company that designs proprietary NPU SoCs (Tachy-BS402), lightweight compression (XWN), and plug-and-play modules for industrial, transportation, and retail customers needing on-device AI inference.
- Ownership category
- akta.pro rank
Deeper-I industry classification
Industry- Product category
- Edge AI Semiconductors and Modules
- NAICS
- Computer and Peripheral Equipment Manufacturing (33411), Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (33451)
- SIC
- Electronic Components, Nec (3679)
- akta.pro primary industry
- Edge AI Hardware & NPUs (SoCs, modules, accelerators) (HDAAAJAC)
- akta.pro secondary industries
- AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers) (HDAAAAAI), AI Hardware IP & Chiplet/Packaging for Accelerators (EDA/IP, advanced packaging) (HDAAAAAL)
Keywords
Where Deeper-I is headquartered
LocationHeadquarters
- HQ city
- Seocho
- HQ country
- South Korea
- HQ region
- Asia
Markets served
Deeper-I business model
Business model- GTM type
- B2B
- Offering type
- Hardware or Manufacturing
- Cost components
- Technology or R&D, Personnel, Operations, Supply Chain, Marketing or Sales
Revenue model
- AI Hardware Sales: Sale of AI chips, modules, and NPU boards including Tachy-Shield plug-and-play modules and Tachy-TAU expandable modules in M.2 and SO-DIMM form factors.
- Tailored AI Solutions: Customized AI solutions integrating proprietary software and hardware to perform desired AI functions for customers, following a structured process from needs analysis to application and operation.
Go-to-market motion1 record
Distribution channels2 records
Marketing channels3 records
Deeper-I product offering
Product offeringCore offering
Deeper-I designs, develops, and sells edge AI hardware and integrated AI solutions. Its product lines include the proprietary Tachy BS402 NPU SoC, plug-and-play Tachy-Shield Edge AI modules, and Tachy-TAU NPU boards in M.2 and SO-DIMM form factors. The company also delivers tailored AI solutions (such as ANPR for parking management, Passenger Safety monitoring, and Self Check Out) using its in-house XpochAI Engine, ToolBox, and SoC, following a structured customer-needs analysis, data setup, development, and application/operation process.
Product overview
Deeper-I offers a full suite of AI chips, modules, and tailored solutions powered by proprietary technology. The product portfolio centers on the Tachy-BS402 NPU SoC, which powers the Tachy-TAU module family (available in M.2 and SO-DIMM form factors) and the Tachy-Shield plug-and-play Edge AI modules. The company also provides vertical AI solutions including ANPR (Automatic Number Plate Recognition) for parking management, along with proprietary development tools (XpochAI Engine, ToolBox) and the XWN compression technology for ultra-low-bit model weight optimization enabling efficient on-device AI.
Differentiator
Problem solved
Functional benefit
Brands
- Tachy-Shield: Plug-and-play Edge AI modules compatible with diverse industrial applications and SBC platforms.
- Tachy-TAU
- XWN
- XpochAI Engine
- ToolBox
Products and services
- Tachy-Shield Plug-and-play Edge AI modules compatible with diverse industrial applications and SBC (Single Board Computer) platforms. Designed to enable on-device AI inference across industrial use cases.
- Tachy-TAU (M.2) M.2-expandable NPU module with a Tachy BS402 NPU SoC, enabling fast, stable real-time AI inference at the edge.
- Tachy-TAU (SO-DIMM) Scalable NPU board with Tachy-BS402 SoC for easy SO-DIMM integration and flexible edge expansion.
- Tachy-BS402 SoC System-on-Chip powering the Tachy-TAU modules, enabling NPU-based AI inference capabilities for edge computing applications.
- ANPR (Automatic Number Plate Recognition) Solution Real-time vehicle license plate reading application that detects license plate images and characters using high-accuracy OCR technology for parking management in autonomous vehicle areas, with multi-language support.
- Tailored AI Solutions (Passenger Safety, Self Check Out) Customized AI solutions integrating Deeper-I's proprietary software (XpochAI Engine, ToolBox) and hardware (SoC, modules) to deliver desired AI functions for customers, following a needs-analysis to application/operation process; examples include Passenger Safety monitoring and Self Check Out (SCO).
Quantifiable outcome
- Real-time license plate detection with high accuracy OCR technology
- +2 more outcomes
Companies that use Deeper-I
Customer profileSegments3 records
Ideal customer profiles1 record
Deeper-I technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability2 records
Feature5 records
Deeper-I partnerships and signals
Strategic signalScale indicators2 records
Recent moves6 records
Expansion highlights5 records
Deeper-I competitors and assessment
Company assessmentDirect peers
- Sima.ai: US edge AI chip startup offering MLSoC modules and dev kits for embedded vision applications, mirroring Deeper-I's plug-in module strategy.
- Syntiant: US fabless vendor of ultra-low-power edge AI NDP/NPU SoCs and dev boards aimed at always-on sensing and industrial IoT, competing head-to-head with Deeper-I on power-efficient on-device inference.
- BrainChip: Pioneer of neuromorphic edge AI IP and the Akida SoC, targeting low-power on-device inference for industrial and IoT use cases that overlap with Deeper-I's positioning.
- Hailo: Israel-based fabless designer of edge AI NPUs (Hailo-8/15) offered as modules and chips for industrial, retail, and transportation inference — the closest direct analog to Deeper-I's Tachy product line and target verticals.
- Kneron: Designer of edge AI NPUs and SDK with similar application focus on smart retail, security, and industrial vision — directly comparable in product category and end-market.
- Ambiq: Low-power SoC vendor (Apollo series) with embedded neural network accelerators for edge AI endpoints, comparable in form factor and power-efficiency value proposition.
Broad incumbents
- Intel (Movidius / OpenVINO): Intel's Movidius VPU family and OpenVINO toolkit address edge inference for industrial and retail — a broad incumbent with overlapping SBC/module distribution channels.
- NVIDIA (Jetson): Jetson modules and Orin/Nano SoCs dominate the high-performance edge AI segment Deeper-I targets, offering a deep CUDA-based developer ecosystem.
- Google (Coral): Google's Edge TPU platform (M.2/USB accelerators and dev boards) competes with Deeper-I's Tachy-TAU family, backed by a much larger software and ecosystem footprint.
Regional players
- Mobilint: Korean fabless edge AI NPU startup (Regulus chip) competing in the same South Korean industrial/automotive edge AI landscape, providing a regional comparable for GTM and ecosystem dynamics.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks4 records
Key highlights5 records
Customer concentration
Deeper-I social profiles
Digital presenceDeeper-I financial estimates
Financial estimateRevenue estimate
Valuation estimate
Deeper-I leadership team
Management profileNumber of profiles
Profiles1 record
Deeper-I funding detail
Funding detailFunding overview
Funding rounds1 record
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Deeper-I 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 Deeper-I
What does Deeper-I do?
Deeper-I designs, develops, and sells edge AI hardware and integrated AI solutions. Its product lines include the proprietary Tachy BS402 NPU SoC, plug-and-play Tachy-Shield Edge AI modules, and Tachy-TAU NPU boards in M.2 and SO-DIMM form factors. The company also delivers tailored AI solutions (such as ANPR for parking management, Passenger Safety monitoring, and Self Check Out) using its in-house XpochAI Engine, ToolBox, and SoC, following a structured customer-needs analysis, data setup, development, and application/operation process.
Is Deeper-I a public or private company?
Deeper-I is a private company. It is classified as unknown and is currently operating.
When was Deeper-I founded?
Deeper-I was founded in 2017. It employs 11 to 50 people.
Where is Deeper-I based?
Deeper-I is headquartered in Seocho, South Korea, in the Asia region.
How does Deeper-I make money?
Two revenue lines are on record. AI Hardware Sales are the primary driver. The others are tailored AI Solutions.
Who are Deeper-I's main competitors?
Direct peers on record are Sima.ai, Syntiant, BrainChip, Hailo, Kneron and Ambiq. Broad incumbents are Intel (Movidius / OpenVINO), NVIDIA (Jetson) and Google (Coral). Mobilint is listed as a regional player.
Does Deeper-I have an API?
No public API is recorded for Deeper-I.
What industry is Deeper-I in?
Deeper-I's product category is Edge AI Semiconductors and Modules. Its primary akta.pro industry code is HDAAAJAC, Edge AI Hardware & NPUs (SoCs, modules, accelerators), with a secondary code of HDAAAAAI, AI Compiler, Runtime & Kernel Optimization Software (CUDA/ROCm/XLA, graph compilers). Its NAICS code is 33411 and its SIC code is 3679.