AlphaTON committed $46 million to AI infrastructure expansion in January 2026, securing purchase orders for 576 NVIDIA B300 GPUs through Atlantic AI partnership. The deployment follows the company's December 2025 H200 GPU rollout and marks its entry into revenue-generating AI inference operations.
The B300 chips represent NVIDIA's latest architecture optimized for large language model inference. AlphaTON became the first customer to secure B300 allocation through Atlantic AI's distribution channel in mid-December 2025. The 576-unit order positions the company to serve financial institutions requiring high-throughput AI processing for trading algorithms and risk analysis.
AlphaTON closed a $15 million registered direct offering on January 28, 2026, to fund infrastructure deployment. The capital raise follows the company's transition to revenue generation in December 2025, when its H200 GPU cluster began processing customer workloads. Management indicated the funds will accelerate datacenter capacity ahead of expected Q2 2026 demand from financial services clients.
The infrastructure buildout aligns with broader industry capital deployment trends. Amazon announced a $200 billion AI infrastructure investment in February 2026, signaling sustained demand for compute capacity. Financial institutions are increasing AI budgets to deploy algorithmic trading systems, automated compliance monitoring, and client advisory tools requiring GPU-intensive processing.
AlphaTON's revenue model centers on inference-as-a-service, charging financial clients per API call or compute hour. The company targets hedge funds, proprietary trading firms, and wealth management platforms requiring low-latency AI model execution. Early revenue generation from H200 systems validates demand for specialized financial AI infrastructure separate from general cloud providers.
The B300 deployment timeline extends through Q2 2026, with full cluster operational capacity expected by June. AlphaTON projects the 576-GPU installation will generate recurring revenue from multi-year contracts with financial institutions launching AI trading and risk management systems. The company's infrastructure investments total approximately $61 million since December 2025, combining the $46 million expansion with the January capital raise.