Confidential AI Solutions for Manufacturing
Challenges
Confidential Computing is critical for manufacturing companies to protect their intellectual property, trade secrets, and sensitive data. Confidential Computing ensures that data cannot be accessed or modified by unauthorized parties, even when it is shared or processed across the supply chain.
- Protection of intellectual property including product designs and trade secrets, from unauthorized access.
- Secure collaboration with partners, suppliers, and contractors.
- Compliance with data privacy regulations.
- Secure mechanisms to protect confidential data while it is being processed in the cloud or by data partners.
The Opaque Solution
Opaque’s Confidential Computing Platform enables manufacturers to securely share data, analyze collaboratively, and train machine learning models effectively through:
- Multi-party data sharing and analytics: Opaque ensures that sensitive data shared with partners and third parties remains encrypted and protected even when processed in third-party environments.
- Machine learning: By utilizing secure and privacy-preserving machine learning techniques, manufacturers can collaboratively train models using sensitive data from multiple sources without exposing the raw data. This allows for improved predictive maintenance capabilities while maintaining data confidentiality.
- Manufacturing Process Optimization: With Opaque, manufacturers can analyze and optimize their production processes while protecting sensitive manufacturing data.
- Compliance with Data Privacy Regulations: Opaque enables manufacturing companies to comply with stringent data privacy regulations, such as the General Data Protection Regulation (GDPR). By securely processing and storing personal data, companies can avoid potential penalties and legal consequences associated with data breaches or non-compliance.
Confidential computing enables our manufacturing clients to securely share and analyze data, which will help them to improve their products, processes, and profitability.
Opaque Confidential AI Platform Benefits
- Quicker access to data, removing the need for human intervention to identify and preprocess PII data while streamlining governance
- Higher accuracy and quality of insights / model development by enabling analysis of encrypted data fields
- Scalable, secure cloud deployment with data fully encrypted at rest, in transit and in use
See Opaque in action and confidential analytics and AI use cases across AdTech, Finance, Insurance, Healthcare and more.
