Long-Term Sustainability

Orby AI’s architecture is designed not just for performance — but for durability. To ensure long-term alignment between compute contributors, RWA stakeholders, and governance participants, the protocol implements automated treasury allocations, incentive reserves, and dynamic pricing mechanisms.


💰 Treasury Allocation

A portion of every inference payment is redirected to the Orby AI Treasury smart contract.

Default Allocation:

  • 5% of every inference fee (in $ORBY or stablecoins)

  • Collected and governed on-chain

Treasury Use Cases:

Category
Description

Developer Grants

Funding for zk-model builders, RWA integration tools, AI agents

Security Bounties

Rewards for discovering vulnerabilities in verifier contracts

Liquidity Provision

Providing depth on DEXs (Uniswap, Balancer) for $ORBY pairs

DAO Incentives

Bootstrap capital for communities managing tokenized agents


⚙️ Dynamic Pricing Engine (Planned)

Orby AI integrates a pricing oracle + policy layer to adapt to market conditions and network demand:

Mechanisms:

Strategy
Behavior

Gas-Aware Inference Pricing

Adjusts inference cost based on L1/L2 congestion

Model Demand Scaling

Heavily used models increase in cost over time

Introductory Discounts

New or low-usage models receive lower base rates

Subscription Tiers

Users can lock $ORBY for discounted bulk access or RWA model slots


🌍 RWA Relevance:

  • Predictable Yield Flows: Dynamic pricing smooths volatility in revenue forecasts for tokenized models.

  • Treasury-Backed Stability: A portion of protocol income can be routed to collateralize RWAs or maintain floor pricing.

  • Governable Allocations: RWA token holders can vote on how treasury funds impact model ecosystem or agent upgrades.

Sustainability is not a static parameter — it’s a programmable feedback loop between performance, pricing, and economic flow.

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