incubatorJan 21, 20263 min read

Giza Agents Move $1.5 Billion in Six Months

Giza's autonomous agents have routed $1.5 billion across DeFi protocols using zkML for verifiable, non-custodial yield optimization.

Giza Agents Move $1.5 Billion in Six Months

Giza's autonomous agents have routed $1.5 billion across DeFi protocols since launch. This volume, tracked on-chain, comes from treasuries that no longer sit idle. Instead, they shift positions continuously, chasing yields without human oversight.

Idle Treasuries Unlock $45 Billion Potential

DeFi holds over $45 billion in treasuries, much of it parked due to governance delays and manual rebalancing. Protocols advertise yields, but verifying them remains manual work. Operators face a paradox: constant monitoring erodes returns through gas fees, while delegation risks custody.

Giza addresses this through non-custodial agents. Built over three years on zkML, these agents execute strategies across chains. Recent signals confirm traction. Loot deposited $2 million into Giza's Autonomous Treasury Standard, the first production use case. Pulse, a Pendle-integrated agent, hit its $3 million cap in three hours. ARMA, the flagship yield optimizer, manages $20 million in assets under agents, delivering 15% on USDC.

zkML Execution Without Custody Surrender

Giza agents operate as semantic abstractions over DeFi complexity. Users deploy modular smart accounts via ERC-4337, granting time-bound session keys for specific actions: claim rewards from Aave, rotate collateral on Morpho, or batch swaps across DEXes. Keys encode limits on value, targets, and expiry, revocable on-chain.

Core logic relies on zkML for verifiable computation. Traditional AI models are black boxes; Giza's LuminAIR framework proves outputs match open-source models without rerunning them. Agents like ARMA run non-linear optimizers, modeling full position lifecycles: base yield plus incentives, minus slippage, gas, and lockups. It rebalances only when net uplift exceeds costs, replaying historical data to show outperformance over naive APR chasing.

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Swarms adds verification for incentives. Protocols post offers, target market, depth range, expiration. Agents test them live, computing standardized APR (sAPR) with timestamps and conditions. This creates trusted signals: a protocol claims 20% APR; agents confirm 13% sAPR under tested loads.

Pulse exemplifies specialization. Integrated with Pendle, it automates veToken strategies: deposit stables, buy points, compound yields. Economy ties to $GIZA staking for operators on EigenLayer AVS. Fees from executions swap to $GIZA, funding buybacks and liquidity. Stakers secure the network; malicious proofs slash collateral.

Tokenomics supports this: fixed supply, linear emissions over four years, 20% staked within 45 days post-launch. Community staking boosts rewards time-weighted, up to 37% after one month, aligning long-term holders.

Risk controls embed in design. Pre-execution checks score liquidity, utilization, volatility against user policies. Live monitoring triggers exits on TVL drops or parameter shifts. All actions log on-chain for audits.

Re7 Capital's pilot scales this institutionally. Backtests show 67% higher stable yields, 18.5% on ETH versus static holds. Their agents customize per asset, reusing session-key templates.

Verifiable Agents Align With Onchain Primitives

Web3 demands ownership without intermediaries. Giza delivers: users retain keys, agents prove executions cryptographically. This fits high-throughput chains where 24/7 optimization matters. EigenLayer AVS ensures cross-chain settlement; zk proofs minimize trust.

For Abstract readers, it echoes onchain logic: capital as composable, intelligent primitives. No black-box CeFi yields; every move verifiable, non-custodial. As agents compound: $500 million volume, $12 million AUA, they pressure protocols for real incentives, not emissions.

Capital That Optimizes Itself

Giza shifts DeFi from reactive to proactive. Treasuries self-optimize, agents verify signals, markets tighten. With $1.5 billion moved and institutions entering, autonomous finance scales. Users keep control; protocols face performance pressure. The idle era ends.


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Disclaimer: This article is for informational purposes only and should not be considered financial advice. Always do your own research before making any investment or onchain decisions.

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