Cybord
Cybord is a private Visual-AI SaaS platform that performs 100% inspection of electronic components during SMT assembly, serving Fortune 500 OEMs across automotive, aerospace, defense, data center, medical, and telecom with proprietary deep-learning models trained on 4+ billion verified components.
- Company typePrivate
- Founded2018
- HeadquartersNew York, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Cybord does
Cybord is a private visual-AI software company that performs 100% inspection of electronic components during surface-mount technology (SMT) assembly. Founded in 2018 by Dr. Eyal Weiss and headquartered in Wilmington, Delaware with an R&D center in Tel Aviv, the company's platform applies deep neural networks to images captured by pick-and-place machines and AOI systems, comparing each component against a proprietary database of more than 4 billion verified component images to detect defects, counterfeits, and authenticity issues in near real-time. The product suite is organized into branded modules: Aquila (bottom-side quality inspection), Osprey (top-side traceability via OCR/NLP), ShieldScan (full PCBA inspection), Kingfisher (incoming reel inspection), Peregrine (edge-based real-time interceptor at 5–6ms), and an air-gapped deployment variant for restricted-network environments. The platform integrates via APIs with all major SMT pick-and-place manufacturers (ASMPT, Fuji, Yamaha) and AOI vendors (Koh Young, ViTrox, Holly), and is embedded in Siemens' manufacturing analytics portfolio via Opcenter MES integration.
Cybord serves high-reliability verticals where component failure translates directly into recalls, warranty exposure, or mission-critical risk: automotive (citing $50B in annual industry warranty claims and 35 million vehicles recalled in 2023), aerospace and defense, data center infrastructure, medical devices, and telecom. Named customer and partner logos include Siemens, Cisco, Flex, SolarEdge, Yamaha, SpaceX, Intel, NVIDIA, ASMPT, Lenovo, and Fuji America, alongside EMS providers. The business model is enterprise SaaS subscription and software licensing, priced on a quote basis against deployment scale and production-line count, with annual billing. Go-to-market combines direct enterprise sales targeting Fortune 500 OEMs (now anchored by a dedicated U.S. sales team under CBO Tyler York), OEM-embedded distribution through Siemens and Fuji, and API-based technology partnerships with the dominant SMT/AOI equipment vendors.
The company has raised $15.7 million in total disclosed funding across a 2022 seed led by IL Ventures, a September 2024 Series A led by Capri Ventures ($8.7M), and an April 2026 extended Series A led by Capri Ventures ($7M). CEO Oshri Cohen joined in 2022 from senior supply-chain roles at Nvidia and Mellanox; Marc Sultzbaugh (19 years at Mellanox through its $1.5B Nvidia-acquisition trajectory) sits on the board. The company operates 60+ deployed manufacturing lines and has inspected 5+ billion components cumulatively.
Cybord firmographics
Firmographics- Name
- Cybord
- Legal name
- Cybord
- Website
- https://cybord.ai
- Company type
- Private
- Founded year
- 2018
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Cybord is a private Visual-AI SaaS platform that performs 100% inspection of electronic components during SMT assembly, serving Fortune 500 OEMs across automotive, aerospace, defense, data center, medical, and telecom with proprietary deep-learning models trained on 4+ billion verified components.
- Ownership category
- akta.pro rank
Cybord industry classification
Industry- Product category
- Electronic Component Inspection Software
- NAICS
- Other Measuring and Controlling Device Manufacturing (334519)
- SIC
- Measuring & Controlling Devices, Nec (3829)
- akta.pro primary industry
- Industrial Vision & Quality Inspection (HDAAAEAG)
- akta.pro secondary industry
- Industrial Quality Inspection & Metrology (Machine Vision) (IMAIAMAF)
Keywords
Where Cybord is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
Cybord business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Subscription: Cybord operates primarily as a software subscription model where customers pay for access to the Visual AI platform. The company describes pricing as 'fairly cheap' compared to the cost of recalls and warranty expenses, with subscription costs representing minimal capital investment for manufacturers.
- Software Licensing: Enterprise software licensing for deployment of the Visual AI inspection platform on customer premises or integration with existing manufacturing systems. Pricing varies based on deployment scale, number of production lines, and inspection capabilities required.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise SaaS subscription with scalable deployment |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels7 records
Cybord product offering
Product offeringCore offering
Cybord provides a Visual AI software platform that inspects 100% of electronic components during SMT (Surface Mount Technology) assembly by analyzing images captured from pick-and-place machines and AOI systems. The platform detects defective, counterfeit, and tampered components using deep neural networks trained on a database of more than 5 billion verified components, and includes modules for bottom-side quality inspection (Aquila/QCI), top-side traceability verification (Osprey/TCI), real-time edge defect interception (Peregrine/RTI), and full PCBA inspection (ShieldScan). Cybord sells to OEMs and EMS providers across automotive, aerospace, defense, data center, medical device, and telecom industries on a subscription and licensing basis, integrating via APIs into existing SMT and AOI equipment without hardware modifications.
Product overview
Cybord offers a unified Visual AI Platform for electronic component inspection and supply chain resilience. The platform combines multiple inspection modules: Aquila (QCI) performs bottom-side quality inspection during SMT pick-and-place; Osprey (TCI) handles top-side traceability verification using OCR/NLP; Kingfisher enables incoming reel inspection; and Peregrine provides edge-computing real-time component dumping. ShieldScan extends inspection to fully assembled PCBAs. The platform integrates with existing SMT and AOI equipment (ASMPT, Fuji, Yamaha, Koh Young, Vitrox, Holly) via open APIs, analyzes over 5 billion components in its database, and is available in cloud-connected or air-gapped on-premises deployments.
Differentiator
Problem solved
Functional benefit
Brands
- ShieldScan: Visual-AI printed circuit board assembly (PCBA) inspection solution for cyber-physical security and supply chain integrity.
- Real-Time Interceptor (RTI)
- QCI (Quality Component Inspection)
- TCI (Traceability Component Inspection)
- Kingfisher
- Aquila
- Osprey
- Peregrine
Products and services
- Cybord Visual AI Platform Enterprise software platform providing 100% visual AI inspection of electronic components during SMT assembly. Analyzes images from pick-and-place machines and AOI systems to ensure quality, authenticity, and traceability of all components, integrating Aquila (QCI) for bottom-side quality inspection and Osprey (TCI) for top-side traceability verification. Achieves 99.9% accuracy using a database of more than 5 billion component images, and targets OEMs and EMS providers in automotive, aerospace, defense, data center, medical device, and telecom.
- ShieldScan Visual-AI printed circuit board assembly (PCBA) inspection solution that analyzes fully assembled boards. Detects malicious hardware implants, missing components, unauthorized replacements, and verifies component origins for country-of-origin compliance. Identifies every component without relying on BOM lists or CAD files, and is targeted at electronics manufacturing, aerospace, automotive, and data center industries.
- Air-Gapped Visual AI Platform Fully on-premises Visual AI deployment of the Cybord platform for organizations with restricted or closed networks. Brings advanced component inspection and traceability capabilities to aviation, aerospace, and defense environments without cloud connectivity, addressing data sovereignty and cybersecurity requirements, and integrates with Siemens' Opcenter Execution Electronics MES.
- Kingfisher Reel incoming inspection machine that captures top-side images of each component. The AI engine processes images to detect markings, date codes, and lot codes for validating component genuineness and traceability data before components enter SMT lines, enabling secure purchasing from any source.
Quantifiable outcome
- 99.9% accuracy in component inspection and defect detection
- +8 more outcomes
Companies that use Cybord
Customer profileNamed customers12 records
Segments7 records
Ideal customer profiles5 records
Cybord technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration7 records
AI capability8 records
Feature6 records
Cybord partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered strategic, core and supporting.
- ParterstrategicStrategic partnership combining Parter's AI-native supply chain intelligence with Cybord's Visual AI inspection to deliver the industry's first End-to-End Hardware Lifecycle Intelligence. Enables automated feedback loops: quality-driven procurement rerouting, shortage preemption, and continuous AVL compliance enforcement.
- Fuji America CorporationcoreFuji America, a global leader in SMT equipment, partnered with Cybord to integrate Visual AI-powered technology into SMT production lines across the Americas. Cybord becomes one of Fuji America's preferred technology partners, delivering AI solutions for electronic component quality assurance and traceability. The partnership launched in January 2025.
- Siemens Digital Industries SoftwarecoreSiemens signed an OEM partnership to offer Cybord's AI visual analytics solution as part of their manufacturing analytics portfolio for electronic manufacturers. Cybord's inline visual AI solution is offered as part of Siemens' manufacturing execution system (MES) solutions or as a standalone solution. Expanded in 2025 with integration into Siemens' Opcenter Execution Electronics for air-gapped deployments.
- ASMPTcoreTechnology partnership for integration with ASMPT's pick-and-place machines. Cybord receives component images via API to power its Visual AI analysis.
- Yamaha Motor RoboticssupportingTechnology partnership for integration with Yamaha's SMT equipment. Cybord connects to Yamaha pick-and-place machines to receive component images.
- Koh Young TechnologysupportingTechnology partnership for AOI integration. Koh Young's automated optical inspection systems provide top-side component images for Cybord's TCI traceability analysis.
- ViTrox TechnologiessupportingTechnology partnership for AOI integration. ViTrox provides automated optical inspection capabilities integrated with Cybord's Visual AI platform.
- HollysupportingTechnology partnership for AOI system integration, providing component inspection images to Cybord's Visual AI platform.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
Cybord competitors and assessment
Company assessmentMarket position
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
Cybord social profiles
Digital presenceCybord compliance and trust
Trust signalCompliance9 records
Cybord financial estimates
Financial estimateRevenue estimate
Valuation estimate
Cybord leadership team
Management profileNumber of profiles
Profiles4 records
Cybord funding detail
Funding detailFunding overview
Funding rounds4 records
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Cybord 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 Cybord
What does Cybord do?
Cybord provides a Visual AI software platform that inspects 100% of electronic components during SMT (Surface Mount Technology) assembly by analyzing images captured from pick-and-place machines and AOI systems. The platform detects defective, counterfeit, and tampered components using deep neural networks trained on a database of more than 5 billion verified components, and includes modules for bottom-side quality inspection (Aquila/QCI), top-side traceability verification (Osprey/TCI), real-time edge defect interception (Peregrine/RTI), and full PCBA inspection (ShieldScan). Cybord sells to OEMs and EMS providers across automotive, aerospace, defense, data center, medical device, and telecom industries on a subscription and licensing basis, integrating via APIs into existing SMT and AOI equipment without hardware modifications.
Is Cybord a public or private company?
Cybord is a private company. It is classified as venture growth investor backed and is currently operating.
When was Cybord founded?
Cybord was founded in 2018. It employs 11 to 50 people.
Where is Cybord based?
Cybord is headquartered in New York, United States, in the North America region.
How does Cybord make money?
Two revenue lines are on record. SaaS Subscription is the primary driver. The others are software Licensing.
Does Cybord have an API?
Yes. Cybord provides open API systems that allow machine manufacturers to integrate Cybord's defect detection capabilities into their own software. The API enables customers to receive real-time component analysis results and integration with shop floor management systems to flag suspect boards for removal from production lines. The API supports data exchange with SMT machines and enables the Peregrine real-time dump capability.
What industry is Cybord in?
Cybord's product category is Electronic Component Inspection Software. Its primary akta.pro industry code is HDAAAEAG, Industrial Vision & Quality Inspection, with a secondary code of IMAIAMAF, Industrial Quality Inspection & Metrology (Machine Vision). Its NAICS code is 334519 and its SIC code is 3829.