What Sentinus does

Sentinus AG is a Zurich-based, privately held Swiss company founded in 2023 that has built an AI-powered "Assembly Intelligence" platform for industrial manufacturers performing complex, manual, high-variance assembly. The core product combines computer vision with proprietary deep learning models that recognize assembly actions, validate the correctness of sequences and component placement, and detect safety equipment compliance in real time. The platform is paired with Edge Vision Nodes — flexible edge-computing devices that handle local processing and are configurable with minimal training effort — and supports a distinctive CAD-only training pipeline that allows models to be built from component design data without time-intensive real-world video collection. Underlying research integration is maintained through a close collaboration with the ETH Zurich AI Center.

The company's revenue model combines subscription-based licensing of the Assembly Intelligence platform, sales of the Vision Node hardware, and implementation/integration services. Go-to-market is enterprise field sales, complemented by a channel partnership with Bossard (a global assembly and fastener solutions provider) that delivers reach into industrial assembly customers. Target end-customers are manufacturers with highly customized, complex production runs, small-batch and documentation-intensive operations, and product lines with high variant counts in interlinked serial production — illustrated by three named reference deployments: a "World Leader for Motor-Driven Devices" (power tools), a "Manufacturer of Precision Instruments," and a "Company of Connector Systems." Reported customer outcomes include a 30% throughput increase, a 20% decrease in cost per assembled unit, a 50% reduction in operator hiring time/cost, a 52% reduction in operator training time, a 50% reduction in inspection and documentation time, a 30% reduction in rework and scrap, and a 32% reduction in product failures.

Beyond the core Assembly Intelligence product, Sentinus is developing adjacent applications (Logistics Intelligence, Maintenance Intelligence, and Robotics Intelligence) plus a Plug & Play data foundation solution, signaling a roadmap from manual-assembly assistance toward broader industrial AI. The company is supported by Innosuisse, Venture Kick, Google for Startups, NVIDIA Inception, Plug and Play, INSPIRE, and Radziwill GmbH, with a single disclosed funding event from Venture Kick in October 2024.

Name

Sentinus

Legal name

Sentinus AG

Website

https://sentinus.ch

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

11–50 employees

Short description

Sentinus AG, a Zurich-based Swiss company founded in 2023, provides an AI-powered Assembly Intelligence platform that uses computer vision and proprietary deep learning models to monitor, validate, and guide complex manual assembly operations in real time for enterprise industrial manufacturers.

Ownership category

akta.pro rank

Product category

Industrial AI Quality Assurance Software

NAICS

Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (33451), Printed Circuit Assembly (Electronic Assembly) Manufacturing (334418)

SIC

Industrial Instruments For Measurement, Display, And Control (3823), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Industrial Vision & Quality Inspection (HDAAAEAG)

Keywords

• Computer vision manufacturing
• Assembly quality assurance
• AI assembly monitoring
• Industrial computer vision
• Manufacturing automation software

Headquarters

HQ city

Zürich

HQ country

Switzerland

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales

Revenue model

1. Assembly Intelligence Platform: AI-driven manufacturing software platform enabling digital transformation of production processes with real-time computer vision monitoring and quality assurance.
2. Vision Nodes Hardware: Edge computing devices deployed for quality inspection, likely sold as hardware units with associated software licensing.
3. Implementation and Integration Services: Professional services for deploying and integrating the Sentinus system into existing manufacturing workflows.

Pricing tiers

Go-to-market motion2 records

Distribution channels2 records

Marketing channels3 records

Core offering

Sentinus sells an AI-powered Assembly Intelligence software platform that combines computer vision and proprietary deep learning models to monitor, guide, and validate manual assembly operations in real time. The platform is delivered with Edge Vision Nodes (hardware devices) for local visual inspection and is targeted at enterprise manufacturers with complex, customized, or small-batch production who require quality assurance, operator guidance, and audit-ready documentation.

Product overview

Sentinus offers a modular AI platform for manufacturing called Assembly Intelligence. The core product is Sentinus Assembly Intelligence, which guides operators through manual assembly processes using digital work instructions while integrated computer vision monitors each step in real time. Currently deployed as the primary offering, the platform is being extended through additional applications under development: Sentinus Logistics Intelligence, Sentinus Maintenance Intelligence, and Sentinus Robotics Intelligence. A plug-and-play data foundation solution is also in development. The company positions itself on a development path from manual assembly through AI-based assistance toward self-optimizing autonomous production.

Differentiator

Problem solved

Functional benefit

Brands

• Sentinus Assembly Intelligence: AI-powered system that analyzes assembly actions, states, components and worker safety in real time for manufacturing processes.
• Sentinus Logistics Intelligence
• Sentinus Maintenance Intelligence
• Sentinus Robotics Intelligence

Products and services

• Sentinus Assembly Intelligence AI-driven manufacturing software platform that guides operators through assembly processes using digital, step-by-step work instructions while integrated computer vision continuously monitors each step in real time to validate correct execution and detect deviations. Built for enterprise manufacturers with complex, customized, or small-batch production requiring quality assurance and traceability.
• Sentinus Edge Vision Nodes Flexible edge computing hardware devices for local processing of visual inspection data on the shop floor. Deployed for quality inspection of highly modular, custom products, with local processing and simple configuration, trained on CAD component data.

Quantifiable outcome

• 30% throughput increase
• +6 more outcomes

Named customers3 records

Segments4 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature6 records

Partnerships

Seven partnerships are on record, tiered core and minor.

• ETH Zurich AI CentercoreStrategic or Co-development PartnerClose collaboration with ETH Zurich's AI research center ensures continuous integration of the latest research into Sentinus products, enabling sustained technological leadership in AI and computer vision for manufacturing.
• INSPIREcoreStrategic or Co-development PartnerINSPIRE (Innovation for Production and Supply Chain) is a research partner supporting Sentinus technology development.
• BossardcoreChannel Partner/ Reseller/ DistributorBossard is a global provider of assembly and fastener solutions, appearing as a support partner for Sentinus.
• Google for StartupsminorGTM or Marketing PartnerSupported by Google for Startups program providing access to Google's resources, cloud credits, and startup ecosystem.
• NVIDIA InceptioncoreTechnology or IntegrationNVIDIA Inception program for AI startups provides access to NVIDIA's AI platform, technical support, and ecosystem resources for developing AI-powered solutions.
• Plug and PlayminorGTM or Marketing PartnerPlug and Play is a global innovation platform connecting startups with enterprise partners for business development and investment opportunities.
• Radziwill GmbHminorStrategic or Co-development PartnerRadziwill GmbH is listed as a supporting partner in Sentinus ecosystem.

Scale indicators7 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Cognex Corporation: Global leader in machine vision and industrial barcode reading, offering assembly verification and quality inspection systems across discrete manufacturing. Directly comparable as a vision-based quality assurance platform for factory floors, though much broader in scope than Sentinus's assembly-action focus.
• Keyence Corporation: Japanese factory automation and inspection giant with a deep portfolio of vision systems, sensors, and microscopes used for in-line quality assurance. Comparable as a provider of vision-driven inspection tooling inside manual and semi-automated assembly cells.
• Basler AG: German-based industrial camera and computer vision components provider with growing software offerings for factory inspection. Comparable as both a potential supplier of vision hardware to Sentinus's edge nodes and a competitor in industrial vision systems.

Direct peers

• Landing AI: Andrew Ng-founded computer vision platform purpose-built for manufacturing visual inspection, with a strong focus on small-data and rapid-deployment scenarios. Closest direct competitor to Sentinus on AI-driven assembly and quality inspection for industrial customers.
• Instrumental: AI-powered assembly inspection and manufacturing analytics platform serving electronics and complex-assembly OEMs. Highly comparable to Sentinus on automated defect discovery and closed-loop assembly intelligence for high-mix production.
• Tulip Interfaces: Frontline operations and digital work-instruction platform for manufacturers, combining operator guidance with quality data capture on the shop floor. Closely comparable to Sentinus's digital work instructions and assembly-step guidance layer.
• Drishti: Video AI platform that uses workstation cameras to digitize manual assembly tasks, providing cycle-time and quality analytics. Directly comparable in targeting manual assembly lines with computer vision for real-time insight and continuous improvement.

Emerging players

• MachineMetrics: Manufacturing analytics platform that combines machine and operator data for production visibility and quality. Adjacent peer—overlaps with Sentinus on shop-floor data capture and quality outcomes, but historically centered on machine data rather than vision.
• Elementary (formerly Robometrics): AI quality inspection company applying computer vision to factory production lines, with focus on rapid deployment in manufacturing. Comparable as a vision-first inspection startup competing for the same high-mix manufacturing customer profile.
• Vanti Analytics: Manufacturing AI platform that turns production data into actionable insights, focused on electronics and discrete assembly. Comparable emerging player addressing similar assembly-quality and yield-improvement pain points.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles7 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Sentinus