Why integrate Confidios into your AI workflows?
Immutable storage for sensitive training data.
Confidios fossilises full AI training datasets on a permissioned blockchain as Trusted Credential Containers (TCCs), ensuring tamper-proof, unalterable records. Each update, edit, or addition is securely logged, preserving a complete audit history of every change.
Smart Contract-driven access control.
Move beyond traditional role-based access systems into verifiable identity-led permissions. Confidios enforces dynamic, programmable permissions through smart contracts, giving you full control over the identity combinations which can view, edit, or process datasets at any time.
Secure, multi-team or multi-model collaboration.
Enable multiple internal or external teams or AI models, to work on sensitive shared datasets without risk of duplication, leakage, or unauthorised access. Data owners stay in control at every stage.
Powerful, cost-efficient and scalable data management.
Confidios balances on-chain security with off-chain performance to support large-scale AI model training while minimizing operational costs.
Use cases for Confidios in AI innovation
Financial Services
Healthcare and life sciences
Healthcare and life sciences
Train anti-money laundering (AML) and fraud detection models on sensitive, proprietary transaction data with complete security and auditability.
Healthcare and life sciences
Healthcare and life sciences
Healthcare and life sciences
Develop diagnostic AI and predictive healthcare models using patient records while maintaining strict privacy compliance.
Insurance
Healthcare and life sciences
Research and academia
Improve claim processing automation by training AI on sensitive claims history datasets anonymised, verified, and securely managed.
Research and academia
LLM source-data management
Research and academia
Safely collaborate on AI projects using proprietary datasets, ensuring ethical use of sensitive data and enabling auditable and easily verifiable research outcomes.
LLM source-data management
LLM source-data management
LLM source-data management
Integrate Confidios SSDVs into Large Language Model (LLM) pipelines to manage, track, and control the provenance of training datasets, ensuring the validity, security, and ownership of your source data.