What is Orochi Network ?
December 30, 2025
11 mins read
Orochi Network is a proof-agnostic Verifiable Data Infrastructure powering 40+ dApps with 300K+ DAU and 160M+ transactions. This article explores how zkDatabase, ONProver, zkDA Layer are transforming Web3 and cutting Ethereum data costs to ~$0.002/KB.
Orochi Network a Verifiable Data Infrastructure, is a proof-agnostic, Verifiable Data Infrastructure that transforms raw data into verifiable data, built for Web3, AI, and Real-World Asset tokenization, Capital Market, On-chain Credits. Backed by $22M in funding from the Ethereum Foundation and leading VCs, Orochi also supports a growing community of 500K+ members. Its zkDatabase has been adopted by 20+ blockchains, while Orand and Orocle extend verifiability across 49+ chains. By combining Proof-Carrying Data with ZK systems like Halo2, zk-STARK, and Plonky3, Orochi delivers audit-grade integrity and slashes Ethereum data costs from ~$25 to ~$0.002 per KB.
What is Orochi Network?
Orochi Network is a Verifiable Data Infrastructure designed for Web3, AI, DePIN, DeFi, and gaming, enabling data systems where integrity, security, and interoperability can be proven cryptographically rather than assumed.
At its core, Orochi Network ensures:
- Verifiable Data Integrity: Cryptographic primitives guarantee that data authenticity and correctness can be independently verified.
- Proof-Based Security: Verifiable computations enable a proof-of-everything model, replacing trust-based assumptions with cryptographic proof.
- Seamless Interoperability: A proof-agnostic architecture allows integration across multiple ecosystems using Zero-Knowledge Proofs and ZK data rollups.
Backed by over $20 million in funding, including long-term support from the Ethereum Foundation, Orochi Network has been built for broad industry adoption across domains such as IoT, DeFi, gaming, and AI. The network has partnered with and supported a growing number of on-chain applications and protocols across multiple blockchain ecosystems.
Beyond infrastructure deployment, Orochi Network actively contributes to foundational research and standards within the Ethereum ecosystem. Its work includes contributions to Ethereum Improvement Proposals (EIP-6366, EIP-6617) and the development of advanced cryptographic systems and open research projects such as zkDatabase, Orand, zkMemory, DAGPool, and RAMenPaSTA, reinforcing its role as a long-term research-driven infrastructure provider.
The Problem of The Market Data Integrity
Blockchain systems still struggle to deliver scalable, secure, and Verifiable Data Infrastructure for real-world adoption. Core challenges persist across smart contract security, data integrity, data availability, interoperability, and scalability—preventing decentralized systems from supporting enterprise-grade use cases.
Security
While blockchains are secure at the consensus level, application-layer security remains fragile. Poorly designed smart contracts can be exploited, leading to costly breaches and eroding trust. Additionally, constrained on-chain computation makes complex verification prohibitively expensive, forcing applications to rely on off-chain processing that reintroduces trust assumptions and verification gaps.
Data Integrity
In an ideal decentralized environment, data integrity would be ensured by distributed verifiers that can independently confirm correctness using cryptography. However, most Web3 systems today rely on oracle-based architectures, which act as intermediaries rather than proof systems.
Because smart contracts cannot natively verify third-party data, systems remain exposed to manipulation, fraud, and financial loss, especially as data volumes grow or sensitive datasets must remain private.
Data Availability
Smart contracts operate within sandboxed environments such as the EVM or WASM runtimes. While this abstraction enables portability, it severely limits direct interaction with real-world data.
As the number of users and transactions increases, storing and retrieving all data on-chain becomes impractical and costly. Existing data availability approaches struggle to balance scalability, cost efficiency, and verifiability.
Interoperability
Interoperability is critical for decentralized systems but remains constrained by the lack of standardization across architectures. Current Data Availability layers rely on commitment schemes that do not provide smart contracts with concise, single-proof representations of global data states.
This limitation prevents seamless cross-chain verification and undermines composability across ecosystems.
Scalability
Many Data Availability layers inherit the fundamental limitations of the blockchains they are built on, including slow finality and restricted throughput. These systems are unable to release locked resources efficiently or achieve instant finality under Byzantine Fault Tolerant (BFT) consensus.
As transaction volumes increase, scalability constraints drive higher costs and reduced performance, preventing decentralized systems from supporting large-scale, real-world workloads.
The Solution
To address the pressing challenges in blockchain technology, such as security, scalability, and data integrity, innovative solutions like zkDatabase, zkDA Layer, zkMemory, Orand, and Oracle offer targeted advancements for a robust Web3 ecosystem.
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zkDatabase bolsters security for smart contract platforms by enabling data verification without exposure, mitigating risks of breaches or unauthorized access, while enhancing scalability through Zero-Knowledge Proofs that efficiently manage larger datasets.
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ONProver is a lightweight zero-knowledge proving client developed by Orochi, designed to democratize decentralized verification. It allows anyone to generate and verify proofs without the need for heavy infrastructure or reliance on centralized services. By turning everyday devices into proof engines, ONProver lowers the barrier to entry and pushes trust to the network’s edge, laying the groundwork for a scalable, trustless system
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zkDA Layer empowers users with private key ownership, granting full control over their data, secured and anonymized via encryption.
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zkMemory, a critical feature for specific blockchain operations, optimizing cost efficiency and object storage.
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Orand provides independently verifiable epochs, either externally or via smart contracts, ensuring reliability.
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Orocle operates on a provable model, minimizing single points of failure and fostering trust with a distributed node network, delivering real-time, accurate data feeds tailored for dynamic Web3 applications.
Together, these solutions pave the way for more secure, scalable, and trustworthy decentralized systems.
What Are the Core Products of Orochi Network?
Orochi Network offers a comprehensive suite of core products designed to build a fully verifiable data infrastructure. These essential components enable verifiable proof of data integrity, availability, interoperability, and privacy across Web3 applications, AI systems, and Real World Assets (RWA).
zkDatabase
zkDatabase is a specialized database system tailored for blockchain environments, harnessing Zero-Knowledge Proofs (ZKPs) to deliver enhanced data integrity, security, and scalability. It provides faster processing and reduced costs for blockchain applications while granting data owners full control over our database instances, ensuring compliance with regional regulations through complete database encryption.
At its core, zkDatabase is built around a Zero-Knowledge Prover that enables cryptographic verification of all data operations, with key technical capabilities including:
- ZK-SNARK–based verification, providing concise and computationally efficient proofs
- Modular proof architecture, initially built on the o1js framework from O1 Labs
- Future-proof extensibility, with planned support for advanced proof systems such as Plonky3 to improve proof generation speed and scalability
zkDatabase has processed over 274,000 operations with an exceptionally low error rate of just 0.0025%, caused by a single queue sequence gap. It supports a wide range of operations—over 70,000 READs, 88,000 INSERTs, 107,000 UPDATEs, and nearly 8,000 DELETEs.
Write performance remains stable across batch sizes up to 100K documents, averaging ~20 docs/sec with ~50ms per document. Query speed consistently stays under 15ms, even with datasets exceeding 100K records.
zkDatabase is already powering real-world applications such as OG Labs, Skatechain, and other next-gen Web3 platforms, demonstrating its scalability, resilience, and readiness for high-integrity data needs in production environments.
▶ zkDatabase: What is zkDatabase 101 | Full Guide For Beginners](https://orochi.network/blog/what-is-zk-database-101-full-guide-for-beginners)
zkDA Layer
In the zkDA Layer, users control their data with private keys, while encryption ensures security and anonymity. Orochi Network pioneers the Data Availability Layer (DAL) space as the first zkDA Layer, using Zero-Knowledge Proofs (ZKP) for efficient, verifiable data processing. It natively supports ZK-data-rollups for scalable, private applications and provides a verifiable data pipeline with cryptographic proofs at every step—sampling, storage, and retrieval.
This enhances trust and transparency. Flexible and blockchain-agnostic, it works with various ZKP systems (e.g., Pickles, Halo2, Nova) and platforms. Its succinct hybrid aBFT consensus and Directed Acyclic Graph (DAG) technology boost scalability and efficiency, making Orochi a privacy-focused, trust-driven solution for blockchain applications.
By leveraging the capabilities of Zero-Knowledge Proofs, it provides a robust solution to some of Web3's most daunting challenges, enhancing security and scalability. This revolutionary layer opens the door to secure, scalable, and user-friendly decentralized applications (dApps), addressing limitations in current systems.
Orocle
Orocle is an advanced oracle service that retrieves and validates off-chain data for blockchain smart contracts, moving beyond the vulnerabilities of traditional centralized oracles with a provable, decentralized model that reduces single points of failure and builds trust through a distributed network of nodes.
Designed for the Web3 ecosystem, it delivers real-time, accurate data feeds to power dynamic applications, while also serving as a cross-sell product that enhances smart contracts with external data and a Verifiable Random Function (VRF)—powered by our Rust-based libecvrf library—for generating provably fair random numbers essential for smart contracts and Web3 games.
zkMemory
zkMemory is a versatile module that can be seamlessly integrated into various zkVM projects, ensuring secure and efficient Memory Prover.
Use Case of Orochi Network
As Web3 expands into finance and regulated industries, decentralized systems increasingly depend on off-chain and real-world data. Orochi Network enables these systems to operate securely by transforming external data into cryptographically verifiable inputs that smart contracts can trust without relying on intermediaries
RWA
RWA requires verifiable proof that off-chain assets, legal approvals, and collateral terms are valid before tokens are minted on-chain. In this flow, asset metadata, legal agreements, and collateral details are submitted off-chain and stored in zkDatabase, where zero-knowledge proofs are generated to attest compliance and asset backing. These proofs are then verified by on-chain smart contracts, enabling token issuance only when legal and collateral conditions are cryptographically satisfied, without exposing sensitive legal or financial data.
Stablecoins
Stablecoins must prove that reserves exceed a defined safety threshold while meeting liquidity, diversification, and compliance rules, without revealing bank accounts or positions. zkDatabase serves as a stablecoin reserve assurance layer by enabling issuers to verify solvency using zero-knowledge proofs instead of raw financial data. This allows mint and burn operations to be enforced by proof validity, reducing trust assumptions and operational overhead.
Stablecoins: The Role of Stablecoins in DeFi and Tokenized Assets
On-chain Credit
Every credit signal comes with a privacy cost. Even “on-chain” credit still relies on off-chain, highly sensitive data (income, credit histories, internal scores) and manual workflows that are not cryptographically tied to the loan, making underwriting decisions, collateral validation, and covenant monitoring difficult to verify in real time.
zkDatabase lets lenders use both on-chain and off-chain credit signals without turning user data into a public dataset. It supports flexible data collection for credit scoring by generating zero-knowledge proofs
- Verifiable underwriting: proves KYC/KYB, sanctions checks, and eligibility rules were completed correctly—without sharing the underlying files.
- Private repayment reputation + Consent-based offchain data: Converts repayment behavior and consent-based offchain data into usable credit signals - so borrowers can share only what’s needed (e.g., income range, employment status, credit tier) to qualify for better rates and limits, without exposing transaction-by-transaction history.
- Privacy-preserving audit trail: produces proofs that decisions followed the agreed policy and data requirements—so trust is verifiable onchain without revealing sensitive records.
Capital Market
Capital markets demand strict guarantees around data integrity, settlement correctness, and regulatory compliance. As financial instruments move on-chain, institutions must prove portfolio states, trade execution, and risk constraints without exposing proprietary information.
Orochi Network supports capital market infrastructure by enabling verifiable off-chain computation with on-chain verification. This allows scalable market operations while maintaining audit-grade correctness and compliance.
Closing Thought
Orochi Network stands at the forefront of Verifiable Data Infrastructure, delivering scalable, privacy-preserving, and audit-grade solutions for Web3 and beyond. Backed by the Ethereum Foundation and integrated across 55+ dApps and blockchains, Orochi’s ecosystem, including zkDatabase, zkDA Layer, zkMemory, Orand, and Orocle, solves critical challenges in data integrity, scalability, and compliance and RWA tokenization.
Looking ahead to 2026, the evolution of zkDatabase represents a broader shift toward proof-based data systems, where data integrity is enforced by cryptography. As decentralized applications continue to intersect with regulated industries and real-world data, Orochi Network is positioned to play a critical role in shaping infrastructure that is secure, verifiable, and built for long-term adoption.
FAQs
Question 1: What is Orochi Network?
Orochi Network is a proof-agnostic Verifiable Data Infrastructure that turns raw data into cryptographically verifiable data for Web3, AI, DePIN, RWA, and gaming. I
Question2: What core products does Orochi offer?
- zkDatabase: ZK-proofed database for integrity, privacy, and low-cost queries.
- zkDA Layer: ZK-powered data availability with hybrid aBFT and DAG for scalability.
- Orocle: Provable oracle feeds reducing single points of failure.
- zkMemory: Modular zkVM memory proving for cost-efficient computation.
Question 3: Who should use Orochi and what benefits do they get?
Ideal for AI/ML teams, DeFi/L2 platforms, IoT networks, GameFi, healthcare, and smart cities needing verifiable off-chain data, privacy-preserving computation, interoperable proofs, and scalable storage. Benefits include audit-grade integrity, reduced on-chain costs, privacy-by-design, and cross-ecosystem interoperability.
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