Whitepaper: Confidential Computing for AI, MLOps and LLMOps
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Unlock the Combined Data Insights

Data collaboration is a must in digital transformation. Boost sharing and using data from different people or organizations to gain insights, produce reports, identify patterns, or make decisions. SafeLiShare’s dynamic data security platform delivers granularity and segmentation access to distributed data and dynamic apps. Governance personnel can author and apply complex policies on all of your data without having to write memos or code.

  • Stay compliant with the latest regulations and governance authorities
  • Demonstrate compliance with audits, access logs, and with steps to
remediate any issues uncovered during its ongoing audits
  • Prevent supply chain data breaches with confidential computing and federated Secure Enclaves

Monetize assets that were previously private

Enforce policies from centralized policy manager

SafeLiShare’s centralized policy manager can generate, store, and grant access to certificates and shared secrets only to valid containers running on acceptable platforms.

Map out large datasets with privacy preservation

SafeLiShare SafeStream Processing technology enables a federated resource sharing platform that enables data and program assets from different application domains to come together under centralized policy control without losing data ownership.

Bring compute to data

Policy-driven data flows keep data protected without ever having to move data to a different network domain. Instead, encrypted applications are brought to the data, mitigating data leakage risks while preserving data locality.

Hardware-based Trusted Execution Environment

SafeLiShare uses the hardware based Trusted execution environments like SGX and SEV to provide “encryption in use” without leaking private keys to provide the underlying trust for the member organizations of a federation to share their assets.

Cost of Data Breach 2023

Featured Collateral

Cost of Data Breach 2023

For businesses that are not in compliance with the GDPR, after the enforcement date of May 25th, 2022, a company can be fined 4% of its global turnover or €20 million (whichever is greater) for violations such as failure to protect personal data and not reporting data breaches promptly. Fines may also be incurred if organizations are found to have deliberately violated the GDPR’s guidelines.

What Our Advisors Say

Our data-first approach is at the heart of everything we do.

Kris Kistler

“If you have a regulatory reason to prove to somebody that the contstraints in the workload were bad and who is providing the trust, you need the hardware generated trust for your multiparty computation and data clean room.”

Kris Kistler, SVP Information Security and Corporate Systems (CISO)

Virgin Pulse

People also ask

Additional materials

RSAC 2024: What’s New

February 21, 2024

RSAC 2024: What’s New

SafeLiShare unveils groundbreaking AI-powered solutions: the AI Sandbox and Privacy Guard in RSAC 2024

Cloud Data Breach Lifecycle Explained

February 21, 2024

Cloud Data Breach Lifecycle Explained

During the data life cycle, sensitive information may be exposed to vulnerabilities in transfer, storage, and processing activities.

Bring Compute to Data

February 21, 2024

Bring Compute to Data

Predicting cloud data egress costs can be a daunting task, often leading to unexpected expenses post-collaboration and inference.

Zero Trust and LLM: Better Together

February 21, 2024

Zero Trust and LLM: Better Together

Cloud analytics inference and Zero Trust security principles are synergistic components that significantly enhance data-driven decision-making and cybersecurity resilience.

Experience secure collaborative data sharing today.

Maximize accessibility and monetization of sensitive, regulated, or confidential data without compromise.