Acompany vs Niobium The Fog: Side-by-Side Comparison (2026)

Acompany: Japanese firm offering confidential computing, AI security, and data privacy services. built by Acompany. Core capabilities include Confidential computing (秘密計算) technology for secure data processing, AI Cleanroom for protecting data and AI workloads, Data Cleanroom for safe utilization of organizational data..

Niobium The Fog: FHE-based encrypted compute cloud platform with purpose-built hardware acceleration. built by Niobium. Core capabilities include Fully Homomorphic Encryption (FHE) for computation on encrypted data without decryption, Zero-trust compute architecture with no plaintext access by infrastructure, Post-quantum secure lattice-based cryptography foundation..

Both serve the Confidential Computing market but differ in approach, feature depth, and target audience.

Acompany differentiates with Confidential computing (秘密計算) technology for secure data processing, AI Cleanroom for protecting data and AI workloads, Data Cleanroom for safe utilization of organizational data. Niobium The Fog differentiates with Fully Homomorphic Encryption (FHE) for computation on encrypted data without decryption, Zero-trust compute architecture with no plaintext access by infrastructure, Post-quantum secure lattice-based cryptography foundation.

Acompany is developed by Acompany. Niobium The Fog is developed by Niobium. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Acompany and Niobium The Fog serve similar Confidential Computing use cases: both are Confidential Computing tools. Review the feature comparison above to determine which fits your requirements.