AIAI’s Constellation Debuts Gate AI with 97.4% F1 Security and 20% Cost Cut
AIAI•AIAI Holdings' portfolio company Constellation Network launched Gate AI, an AI security gateway delivering prompt injection protection with a 97.4% F1 score at 1% false positives and 20% token usage reduction. The self-serve platform offers free and paid tiers for developers to drive adoption and revenue.
1. Gate AI Launch and Purpose
AIAI Holdings' portfolio company Constellation officially rolled out Gate AI, a real-time security gateway designed to protect AI applications from prompt injection and data breaches without requiring code changes. The launch positions AIAI to capitalize on rising demand for AI security tools across enterprises and developer communities.
2. Security and Cost-Saving Features
Gate AI’s prompt injection defense achieved a 97.4% F1 score at a strict 1% false-positive rate across 12,111 samples, matching enterprise incumbents. Additional features include lossless prompt compression that cuts token usage by over 20% and on-chain audit trails via Constellation’s Hypergraph, enhancing transparency.
3. Developer-Focused Pricing and Adoption
Priced per seat with free and paid self-serve tiers, Gate AI aims to accelerate bottom-up adoption among individual developers and small teams. Broad compatibility with leading LLM providers and a frictionless integration model could drive recurring revenue and strengthen AIAI’s portfolio monetization.
