Imaging and Optics Expertise
- Image Processing – customization of exposure, white balance, noise reduction, and more
- Image Quality – matching and tuning of lens, sensor, and image data processing technology matching
- Optics – selection and Integration of optical components to ensure precise lens alignment

Hardware Engineering Expertise
- Power Optimization to exploit sensor and SoC modes and optimize data processing loads to extend battery life
- Connectivity including MIPI/CSI, SDI, USB, ETH and PoE to Wi-Fi, LoRa, and emerging cellular and 5G
- Ruggedization to meet an array of IEC and Ingress Protection (up to IP67) standards
- Cybersecurity including advanced security features across hardware, software, and cloud systems

Embedded Firmware Engineering Expertise
- Embedded firmware development including solutions tailored for advanced imaging and video applications for the world’s largest camera companies.
- Unified Platform supporting a range of SoC and FPGA platforms with firmware that scales seamlessly to meet application requirements without fundamental code rewrites.

Video Cloud Development Expertise
- Cloud Development including secure solutions for large-scale, dynamic, highly sensitive applications.
- 3rd Party Cloud Integration to support seamless interoperability with bespoke and commercial clouds
- WebRTC solutions including low-latency, high-quality video and audio solutions supporting efficient, real-time cross-platform communication.

AI/ML Expertise
Edge AI Integration including proprietary, partner and off-the-shelf ML models to support specific business needs while reducing operational costs and enhancing response times.
ML Model Development through our extensive ML development partner ecosystem.
- Video and Audio based Edge AI Integration leveraging proprietary, partner-developed, and off-the-shelf machine learning models to address specific business objectives, optimize operational efficiency, and improve real-time responsiveness.
- Model compression and hardware specific tuning to maintain performance while maximizing hardware utilization.
- Integrating and deploying real-time multimodal Large Language Models (LLMs) and Video Language Models (VLMs) across diverse hardware platforms to enable a wide range of applications and use cases.
iENSO can offer custom ML Model Development through our extensive ML development partner ecosystem.

Manufacturing Expertise
- Manufacturing sourcing through partners in Asia Pacific and North America to suit market, product, and production requirements.
- NPI including management of setup and establishment of test and image quality procedures in high volume manufacturing environments.
- Test Tools including custom tools and automation for image quality verification, product quality, defect detection and more.
- QA/Inspection including rigorous and continuous evaluation of our manufacturing partners’ quality standards and programs.
