Examples from various verticals
Production – product development with ML and AI
- Scenario:
- a medium-sized company producing voice and video access control systems
- interested in introducing data/cloud/ml/ai to its product portfolio
- Organizational dilemmas
- Understanding the business need
- Complete lack of cloud, ML, AI competencies
- The project was supported by funding from an EU grant for product development
- Technological challenges
- Local environment + cloud – product autonomy
- AI trained in the cloud but then implemented in production locally in low-budget devices
Production – product development with ML and AI
- Organisation:
- Dedicated Alterdata.io team:
- DEV, DE, DA, DS
- Customer hardware team
- BUSINESS EFFECT:
- From idea to design and product
- Implementation of data applications on local node and cloud, ready for testing
- in the laboratory and in the real environment
- Machine learning models for sound detection
- Commercialisation of the project
Google Cloud and local environment architecture:
