MACSO
MACSO is a pioneering company specializing in integrating sensory AI solutions for hardware companies across various industries. Their mission is to develop ethical, accessible, and innovative AI solutions that enhance industry capabilities through data collection, model training, and deployment of AI models. They focus on industry-specific solutions such as Agri-Tech, Air Quality, Data Collection, Visual Signal Processing, Scent Data Processing, Tactile Data Processing, Taste Data Processing, and Audio Data Processing, aiming to transform industries with cutting-edge AI technology.
Industries
Nr. of Employees
small (1-50)
Products
Scalable data collection platform
A software platform for capturing, labeling and engineering high-quality sensor data across multiple modalities (audio, visual, aerosol, tactile, taste, scent), designed for use by non-technical field staff.
Audio-based herd health monitoring solution
An end-to-end solution using audio sensors and trained models to continuously monitor livestock respiratory health, provide alerts for detected disease signals, and surface historic data via a dashboard.
Air quality pollutant classification model
A software model integrated with particle and air quality sensors to classify aerosols and identify pollution sources in real time, intended to improve detection accuracy and enable targeted mitigation.
Scalable data collection platform
A software platform for capturing, labeling and engineering high-quality sensor data across multiple modalities (audio, visual, aerosol, tactile, taste, scent), designed for use by non-technical field staff.
Audio-based herd health monitoring solution
An end-to-end solution using audio sensors and trained models to continuously monitor livestock respiratory health, provide alerts for detected disease signals, and surface historic data via a dashboard.
Air quality pollutant classification model
A software model integrated with particle and air quality sensors to classify aerosols and identify pollution sources in real time, intended to improve detection accuracy and enable targeted mitigation.
Services
Custom model development and training
Development and training of AI/ML models tailored to customer hardware and deployment constraints, for cloud or edge inference.
Scalable data collection and data engineering
Provision of a scalable data collection tool and data engineering services enabling non-technical field staff to capture high-quality domain-specific sensor datasets and reduce manual labeling time.
Sensor fusion and multimodal solution design
Design and implementation of multimodal sensor fusion pipelines and algorithms to combine multiple sensor inputs into unified insights for proactive decision-making.
Hardware integration and manufacturing partnership support
Collaboration with hardware designers, EMS partners and sensor manufacturers to integrate AI models, advise on hardware compatibility, and support NPI to mass production.
Proof-of-concept and commercialization support
Capability assessments, PoC development using sandbox data, ongoing refinement, and joint go-to-market planning with success criteria and commercial models.
Custom model development and training
Development and training of AI/ML models tailored to customer hardware and deployment constraints, for cloud or edge inference.
Scalable data collection and data engineering
Provision of a scalable data collection tool and data engineering services enabling non-technical field staff to capture high-quality domain-specific sensor datasets and reduce manual labeling time.
Sensor fusion and multimodal solution design
Design and implementation of multimodal sensor fusion pipelines and algorithms to combine multiple sensor inputs into unified insights for proactive decision-making.
Hardware integration and manufacturing partnership support
Collaboration with hardware designers, EMS partners and sensor manufacturers to integrate AI models, advise on hardware compatibility, and support NPI to mass production.
Proof-of-concept and commercialization support
Capability assessments, PoC development using sandbox data, ongoing refinement, and joint go-to-market planning with success criteria and commercial models.
Expertise Areas
- Edge AI deployment
- Multi-modal sensor fusion
- Field data collection and annotation
- Machine learning model development and optimization
Key Technologies
- Edge AI
- Cloud deployment and real-time inference
- Over-the-air (OTA) updates for edge devices
- Sensor fusion