Giza
Giza builds non-custodial autonomous AI agents that continuously optimize DeFi yield across lending protocols on Base, Arbitrum, and Plasma, serving both long-tail crypto users via a self-serve app (including the ARMA product on Base) and institutional treasuries such as Re7 Capital.
- Company typePrivate
- Founded2023
- HeadquartersGîza, Egypt
- Headcount11–50
- GTM typeB2B and B2C
- OfferingSoftware
What Giza does
Giza (legally Gizatech AG, a Swiss Aktiengesellschaft with operations headquartered in New York) builds infrastructure for autonomous financial agents operating on-chain. Its core product is Giza Agents: autonomous, non-custodial software entities that continuously monitor liquidity depth, yield curves, and risk metrics across lending protocols on Base, Arbitrum, and Plasma, and execute rebalancing decisions on behalf of users through ERC-4337/ERC-7579 smart accounts with session-key authorization. The underlying stack, branded the Giza Protocol, layers a Semantic Abstraction Layer (an MCP implementation) over a Decentralized Execution Layer secured by EigenLayer AVS, and pairs it with an Agent Authorization Layer for permissioned delegation. A separately open-sourced framework, LuminAIR, applies Circle STARKs over Starkware's Stwo/S-two to enable cryptographic verification of ML computational graphs, providing auditable inference for agent decision-making.
The company serves two primary segments: long-tail DeFi users seeking automated yield optimization without manual monitoring of multiple protocols (accessed through the self-serve Giza App and the ARMA intelligent savings account on Base), and institutional investors such as Re7 Capital deploying agents for treasury management at scale. The pricing model is a 10% performance fee on yield earned, charged only at withdrawal and never on principal; on Base, ARMA is paired with Giza Rewards to backstop a 15% minimum APR target. Distribution is primarily product-led through the web app, TypeScript SDK, and HTTP API, with a parallel direct enterprise motion for institutional deployments. Giza was founded in 2022–2023 (sources differ) by Renç Korzay (CEO, formerly Head of Product at Johnson & Johnson and Sony), Fran Algaba (CTO, formerly Head of ML Engineering at BBVA and Adidas), and Cem F Dagdelen (CPO, founder of Curve Labs).
Giza firmographics
Firmographics- Name
- Giza
- Legal name
- Gizatech AG
- Website
- https://gizatech.xyz
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Giza builds non-custodial autonomous AI agents that continuously optimize DeFi yield across lending protocols on Base, Arbitrum, and Plasma, serving both long-tail crypto users via a self-serve app (including the ARMA product on Base) and institutional treasuries such as Re7 Capital.
- Ownership category
- akta.pro rank
Giza industry classification
Industry- Product category
- DeFi Infrastructure / Autonomous Agent Platform
- NAICS
- Portfolio Management and Investment Advice (523940), Open-End Investment Funds (525910)
- SIC
- Security & Commodity Brokers, Dealers, Exchanges & Services (6200), Investment Advice (6282)
- akta.pro primary industry
- Yield Aggregators & Strategy Vaults (FSADAMAF)
- akta.pro secondary industries
- Yield, Vaults & Asset Management (vault strategies, robo-vaults, structured yield) (FSAPAEAG), Yield Aggregators, Auto-Compounding & Strategy Vaults (DeFi Yield) (FSADAHAK)
Keywords
Where Giza is headquartered
LocationHeadquarters
- HQ city
- Gîza
- HQ country
- Egypt
- HQ region
- Africa
Offices2 records
Markets served
Giza business model
Business model- GTM type
- B2B and B2C
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- Performance Fee on Yield: Giza takes a 10% cut of yield earned from DeFi lending protocols. Deposits, withdrawals, and rebalances are free. The fee is deducted at withdrawal and never touches principal.
- Giza Rewards: On Base, Giza guarantees a 15% minimum APR target through Giza Rewards, topping up yields when native protocol APR falls below the target. The rewards portion decreases as native APR rises toward 15%.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Transaction based/ take rate | Pay-as-you-go | 10% performance fee on yield earned |
| Outcome Based/ Performance | Monthly | 15% minimum APR target on Base through Giza Rewards |
Go-to-market motion1 record
Distribution channels5 records
Marketing channels7 records
Giza product offering
Product offeringCore offering
Giza builds and operates autonomous AI agents that execute DeFi yield optimization strategies on behalf of users across Base, Arbitrum, and Plasma, integrating with 26 lending protocol markets including Aave, Compound, Moonwell, Fluid, Euler, and Morpho. Users deposit funds into non-custodial ERC-4337/ERC-7579 smart accounts; the agents continuously monitor liquidity, yield curves, and risk metrics, then automatically rebalance capital and cover gas fees. The stack is anchored by the Giza Protocol (Semantic Abstraction Layer via MCP, Decentralized Execution Layer via EigenLayer AVS, Agent Authorization Layer) and LuminAIR verifiable ML, and is delivered through the Giza App, TypeScript SDK, HTTP API, and institutional deployment channels.
Product overview
Giza is a comprehensive AI-powered DeFi yield optimization platform comprising multiple interconnected products. The core offering is Giza Agents (autonomous financial agents that manage stablecoin lending across DeFi protocols), powered by the Giza Protocol infrastructure (Semantic Abstraction Layer with MCP, Decentralized Execution Layer via EigenLayer AVS, and Agent Authorization Layer with ERC-7579 smart accounts). Supporting products include ARMA (intelligent savings account on Base with 15% APR guarantee), LuminAIR (open-source verifiable ML framework using Circle STARKs), Giza World (visual platform for agent management), Giza Agent SDK (TypeScript SDK), and Giza HTTP API. The platform operates across Base, Arbitrum, and Plasma chains, integrating with protocols including Aave, Compound, Moonwell, Fluid, Euler, and Morpho.
Differentiator
Problem solved
Functional benefit
Brands
- ARMA: Autonomous DeFi yield optimization protocol on Base network that monitors lending protocols and automatically moves capital to maximize returns.
- Giza Protocol
- LuminAIR
- Giza World
- GizaCore
Products and services
- Giza Agents Autonomous AI agents that continuously monitor DeFi lending markets across Base, Arbitrum, and Plasma, evaluate yield opportunities, and automatically rebalance user capital across 26 lending protocol markets. Users deposit into self-custodial smart accounts, agents handle all rebalancing and cover gas fees after activation. Targets individual DeFi users and institutional treasuries.
- ARMA Intelligent savings account deployed on the Base network that monitors every lending protocol on Base, detects rate shifts in real time, and automatically moves capital to the highest-earning positions. Guarantees a 15% minimum APR target on Base through Giza Rewards. Targets Base users and individual crypto holders seeking institutional-grade strategies.
- LuminAIR Open-source Machine Learning framework that bridges the Luminal Rust ML framework with S-two's constraint system, enabling cryptographic verification of computational graphs through STARK proofs. Lets developers design, compile, prove, and verify ML computations for on-chain and agent use cases. Targets AI/ML developers building verifiable inference systems.
- Giza Protocol Foundational infrastructure for autonomous DeFi agents comprising three architectural layers: a Semantic Abstraction Layer (Model Context Protocol implementation) that exposes protocol services as AI-native constructs, a Decentralized Execution Layer leveraging EigenLayer AVS for cryptoeconomically secured execution, and an Agent Authorization Layer based on ERC-7579 smart accounts. Targets developers and institutions building AI-agent integrations.
- Giza World Visual interface and platform for monitoring and managing autonomous financial agents. Provides a unified view of agent activity, decisions, and performance, enabling zero-human capital management with auditable action logs. Targets users of Giza Agents across consumer and institutional segments.
- Giza Agent SDK TypeScript SDK that wraps the Giza HTTP API to manage Giza Agents programmatically. Provides automatic authentication, type safety, request retries, pagination, and structured error handling for agent lifecycle, monitoring, and protocol operations. Targets developers integrating agent capabilities into external applications.
- Giza HTTP API HTTP API providing direct access to all Giza Agent services including agent lifecycle (creation, activation, deactivation), wallet operations (deposits, withdrawals, top-up), monitoring (APR, performance, transactions), protocol management, optimization, statistics, rewards, and support endpoints. Authentication via API key; rate-limited per partner. Targets enterprise and developer integrators.
- Giza Optimizer Real-time market intelligence system that monitors liquidity depth, yield curves, and risk metrics across hundreds of pools simultaneously. Evaluates potential returns, associated risks, transaction costs, and position states to identify optimal strategies and autonomously rebalance agent capital. Available within Giza Agents.
Quantifiable outcome
- Over 9.75% annualized yield for USDC with $19M managed assets and $40B trading volume
- +2 more outcomes
Companies that use Giza
Customer profileNamed customers3 records
Segments3 records
Ideal customer profiles3 records
Giza technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration18 records
AI capability10 records
Feature6 records
Giza partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered minor, core and major.
- Robot MoneyminorBoth Giza and Robot Money are delegated infrastructure providers building capital allocation systems specifically for AI agents in the emerging Zero-Human Companies ecosystem.
- S-twocorePartnership to power verifiable ML with LuminAIR. S-two's constraint system integrates with Luminal Rust ML framework to enable cryptographic verification of computational graphs through STARK proofs.
- Re7 CapitalmajorRe7 is the first institution to deploy Giza Agents at institutional scale, moving more than $40m of volume. Represents the institutional go-to-market motion for Giza.
- EigenLayercoreGiza Protocol's Decentralized Execution Layer leverages EigenLayer's AVS framework for cryptoeconomically secured, distributed computation.
- LuminalcoreLuminAIR is built on Luminal's Rust ML framework which provides the computational graph system. Giza leverages Luminal's composable compilers for ZK-proof generation.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
Giza competitors and assessment
Company assessmentDirect peers
- Yearn Finance: Yearn is the canonical DeFi yield aggregator with automated vaults across multiple protocols — the most direct comparable to Giza's ARMA and Giza Agents in terms of product functionality (autonomous yield optimization, performance fees, multi-protocol routing).
- Beefy Finance: Beefy is a multi-chain yield optimizer that auto-compounds across lending and liquidity protocols — directly comparable to Giza's autonomous agent and ARMA products in business model (performance fees, cross-chain yield routing).
- Autonolas (Olas): Autonolas builds autonomous agent infrastructure for crypto, including DeFi-focused agents — directly comparable to Giza's Giza Protocol (autonomous agent layer with smart account, decentralized execution, and on-chain agent economies).
- Fetch.ai: Fetch.ai operates autonomous AI agents for DeFi and on-chain financial workflows — directly comparable to Giza Agents in combining AI/ML with autonomous on-chain execution and treasury management use cases.
- Convex Finance: Convex optimizes yield for Curve liquidity providers through automated staking and boosting strategies — a direct comparable in the auto-optimized DeFi yield vault category, with a similar take-rate revenue model.
- Stake DAO: Stake DAO is a multi-strategy DeFi yield optimizer with automated vaults across lending and liquidity protocols — comparable to Giza's strategy-vault product in approach, performance fees, and multi-protocol routing.
Broad incumbents
- Morpho: Morpho is an optimized lending protocol that Giza's agents allocate into across multiple vaults; it is a key underlying protocol and a broader incumbent whose vault strategies partially overlap with Giza's automated capital allocation.
- Aave: Aave is the largest DeFi lending protocol and a core integration target for Giza Agents on Base, Arbitrum, and Plasma; it is a broad incumbent that could also build native agentic yield features, making it a direct competitive threat.
Emerging players
- Enzyme Finance: Enzyme (formerly Melon) is an on-chain asset management protocol enabling autonomous, programmable investment strategies — comparable to Giza in the on-chain portfolio management and strategy-vault category, though narrower in autonomous agent capabilities.
- SingularityDAO: SingularityDAO applies AI/ML to DeFi portfolio management and yield optimization — an emerging player in the AI-managed-DeFi category with partial overlap to Giza's autonomous agent approach.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks7 records
Key highlights7 records
Customer concentration
Giza social profiles
Digital presenceGiza financial estimates
Financial estimateRevenue estimate
Valuation estimate
Giza leadership team
Management profileNumber of profiles
Profiles3 records
Giza funding detail
Funding detailFunding overview
Funding rounds2 records
Investors14 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Giza M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Giza
What does Giza do?
Giza builds and operates autonomous AI agents that execute DeFi yield optimization strategies on behalf of users across Base, Arbitrum, and Plasma, integrating with 26 lending protocol markets including Aave, Compound, Moonwell, Fluid, Euler, and Morpho. Users deposit funds into non-custodial ERC-4337/ERC-7579 smart accounts; the agents continuously monitor liquidity, yield curves, and risk metrics, then automatically rebalance capital and cover gas fees. The stack is anchored by the Giza Protocol (Semantic Abstraction Layer via MCP, Decentralized Execution Layer via EigenLayer AVS, Agent Authorization Layer) and LuminAIR verifiable ML, and is delivered through the Giza App, TypeScript SDK, HTTP API, and institutional deployment channels.
Is Giza a public or private company?
Giza is a private company. It is classified as venture growth investor backed and is currently operating.
When was Giza founded?
Giza was founded in 2023. It employs 11 to 50 people.
Where is Giza based?
Giza is headquartered in Gîza, Egypt, in the Africa region.
How does Giza make money?
Two revenue lines are on record. Performance Fee on Yield is the primary driver. The others are giza Rewards.
Who are Giza's main competitors?
Direct peers on record are Yearn Finance, Beefy Finance, Autonolas (Olas), Fetch.ai, Convex Finance and Stake DAO. Broad incumbents are Morpho and Aave. Emerging players are Enzyme Finance and SingularityDAO.
Does Giza have an API?
Yes. HTTP API for Giza Agent services. Provides direct access to all agent services including agent lifecycle (creation, activation, deactivation), wallet operations (deposits, withdrawals, top-up), monitoring (APR, performance, transactions), protocol management, optimization, statistics, rewards, and support endpoints. Base URL: https://partners-backend-1038109371738.europe-west1.run.app. Authentication via API key. Rate-limited per partner with 429 responses on limit exceed. Full OpenAPI 3.1 specification available. Developer documentation is at docs.gizatech.xyz/api-reference/introduction.
What industry is Giza in?
Giza's product category is DeFi Infrastructure / Autonomous Agent Platform. Its primary akta.pro industry code is FSADAMAF, Yield Aggregators & Strategy Vaults, with a secondary code of FSAPAEAG, Yield, Vaults & Asset Management (vault strategies, robo-vaults, structured yield). Its NAICS code is 523940 and its SIC code is 6200.