Ant Misa

At the Hangzhou Apsara Conference on September 22, Ant Misa (蚂蚁密算) introduced its trusted intelligence strategy and released Misuanyihao (密算一号), an enterprise trusted-intelligence cloud platform opening first to designated users. The platform has three layers: encrypted computing and an HOP (higher-order program) trusted-native agent base, a trusted-intelligence Fabric architecture, and an application layer for data governance, data Q&A, and analysis modeling. The company says the encrypted computing system passed China's MLPS Level 4, and TPC-DS 1TB complex analysis ran at about 1.21x plaintext time and within 1.5x plaintext cost. It says commercial deployments are underway in healthcare, employment, auto ecosystem, credit reporting, and microfinance, including medical insurance data Q&A, group insurance claims, and medical insurance review.

HOP 3.0, the agent framework from Ant Misa, is now open source. Announced by chairman Wei Tao at Inclusion 2026, it centers on an "agent-native language" that combines explicit structured logic with LLM inference; an explore-verify-submit flow isolates irreversible operations.

In complex spec-driven R&D tests, the company reports 100% artifact completion, generation success, and requirement-to-code consistency, with per-cycle token use down about 13% and base-model failure rate down about 91.7%. No licence was disclosed.