Belgravia Hartford Capital Inc. said its wholly owned Gravitio.ai platform has grown to 5,500 registered users, including 3,960 users with recorded active platform usage, before launching a formal marketing campaign. The company said recorded AI-agent predictions rose to 10,409 from 5,874 reported on June 19, 2026, while cloned agents increased to 9,077 from more than 8,000. The update centers on Gravitio’s GRV-2.1 inference architecture, which separates data acquisition, AI reasoning, prediction storage and outcome verification into distinct functions. Belgravia said the system is designed to improve consistency, scalability, caching, API-rate management and fault handling, while reducing duplicate AI processing through a master-clone structure. The platform also expanded its prediction-market inputs through Polymarket data, alongside market prices, technical indicators, sentiment, news and historical information. The company said Gravitio records qualifying AI-agent predictions and compares eligible predictions with observed outcomes, feeding verified performance data back into future inference. Management said that technical foundation is intended to support broader marketing, user acquisition and commercialization efforts. Belgravia also reiterated a long-term objective of potentially spinning out Gravitio and distributing it to shareholders as a dividend, though it said no decision has been made and any such move would remain subject to board, legal, tax, securities and exchange approvals.