AI Model Inference

Current Situation

• AI developers renting GPUs on decentralized networks must acquire volatile tokens such as RNDR or AKT.

• Token volatility introduces liquidity risk and revenue unpredictability.

• Teams accustomed to SaaS billing find token-based pricing incompatible with their workflows.

On Astralis

• Models are uploaded and inference workloads are priced in USDT/hour.

• Jobs are escrowed and settled in USDT.

• Providers receive payouts directly in stablecoins.

Outcome

• Enterprise Familiarity: Pricing structure mirrors AWS or Azure credits.

• Reduced Risk: Teams are shielded from token market fluctuations.

• Provider Incentives: GPU operators receive liquid, stable payouts, encouraging supply growth.