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LABS
Glossary

Regulatory Reporting SDK

A Regulatory Reporting SDK is a software development kit providing libraries and tools to integrate automated compliance reporting into blockchain applications.
Chainscore © 2026
definition
BLOCKCHAIN COMPLIANCE

What is a Regulatory Reporting SDK?

A technical toolkit for automating compliance with financial regulations on blockchain networks.

A Regulatory Reporting SDK (Software Development Kit) is a collection of software tools, libraries, documentation, and code samples that enables developers to programmatically generate, format, and submit transaction reports to financial authorities in compliance with regulations like the Travel Rule (FATF Recommendation 16), MiCA in the EU, or local AML/CFT frameworks. It abstracts the complex logic of rule interpretation, data aggregation, and secure transmission into simple API calls, allowing crypto businesses to integrate compliance directly into their wallet, exchange, or custody applications.

The core function of an SDK is to handle the data transformation from raw on-chain and off-chain transaction details into the specific, validated formats required by regulators. This involves: - Identifying which transactions trigger reporting thresholds (e.g., value, counterparty jurisdiction). - Enriching transactions with verified VASP (Virtual Asset Service Provider) and beneficiary information. - Applying cryptographic protocols like the IVMS 101 data standard for secure, interoperable data exchange between obligated entities. By standardizing this process, an SDK reduces manual errors and ensures reports are audit-ready.

For developers, integrating a Regulatory Reporting SDK means adding a compliance layer without becoming regulatory experts. A typical integration involves initializing the SDK with credentials, calling a function like generateTravelRuleReport() with transaction parameters, and handling the structured response. The SDK manages the underlying complexities: secure communication with counterparty VASPs for data requests, encryption of sensitive PII (Personally Identifiable Information), and submission to approved regulatory technology (RegTech) platforms or national authorities.

Key technical considerations when evaluating an SDK include its support for multiple jurisdictions and regulatory regimes, its handling of privacy-preserving techniques like hashing or zero-knowledge proofs where permissible, and its resilience in off-chain data exchange networks. The most robust SDKs are built to be chain-agnostic, working across various blockchain protocols (Ethereum, Bitcoin, Solana) and accommodating both UTXO and account-based transaction models to future-proof compliance operations.

Ultimately, a Regulatory Reporting SDK transforms a legal obligation into a programmable software component. It is a critical infrastructure piece for the institutional adoption of digital assets, enabling automated compliance at scale. This allows businesses to focus on core product development while maintaining a continuous, verifiable, and standardized compliance posture, mitigating the significant legal and financial risks associated with manual or ad-hoc reporting processes in the rapidly evolving regulatory landscape.

key-features
CORE CAPABILITIES

Key Features of a Regulatory Reporting SDK

A Regulatory Reporting SDK provides a standardized set of tools and APIs that allow blockchain applications to programmatically generate, format, and submit compliance data to authorities. These are its essential technical components.

01

Automated Data Collection

The SDK programmatically ingests on-chain and off-chain data relevant to compliance. This includes transaction details (sender, receiver, amount, asset), wallet addresses, smart contract interactions, and KYC/AML statuses. It abstracts the complexity of querying multiple data sources like node RPCs, indexers, and identity providers into a unified interface.

02

Regime-Specific Rule Engine

At its core, the SDK embeds logic for specific regulatory frameworks (e.g., FATF Travel Rule, MiCA, IRS Form 8949). It applies jurisdiction-specific transaction reporting rules, threshold checks, and data formatting requirements. This ensures the output complies with the exact schema mandated by the relevant financial authority.

03

Standardized Output & Schemas

The SDK transforms raw blockchain data into approved reporting formats. This generates structured data files (e.g., JSON, XML, CSV) that align with official schemas like the IVMS 101 data standard for the Travel Rule. It handles field mapping, data normalization, and the creation of audit-ready reports.

04

Secure Submission Gateway

Features include encrypted channels for submitting reports to regulators or VASPs (Virtual Asset Service Providers). It manages API authentication, handles submission receipts and statuses, and provides idempotency to prevent duplicate filings. This abstracts the direct integration with often complex regulatory portals.

05

Privacy & Data Minimization

Implements techniques to share only the required data. This can involve selective disclosure of transaction graphs, the use of zero-knowledge proofs to prove compliance without revealing underlying data, or secure multi-party computation (MPC). It balances regulatory requirements with user privacy.

06

Audit Logging & Reconciliation

Maintains an immutable, internal record of all data queries, rule applications, and submission attempts. This creates a verifiable audit trail for internal reviews or regulator examinations. It also supports reconciliation processes to ensure reported data matches internal bookkeeping and on-chain state.

how-it-works
TECHNICAL OVERVIEW

How a Regulatory Reporting SDK Works

A Regulatory Reporting SDK is a software development kit that provides pre-built components and APIs to automate the collection, formatting, and submission of transaction data to financial authorities.

At its core, a Regulatory Reporting SDK functions as an abstraction layer between a blockchain application's raw transaction data and the specific, often complex, requirements of a regulatory body like the SEC, FINRA, or FATF. It works by integrating directly into a company's software stack—such as an exchange backend, wallet service, or custody platform. Developers use the SDK's APIs to programmatically feed it transaction details, which it then automatically maps to the required regulatory schema. This process involves data normalization (converting diverse blockchain data into a standard format), enrichment (adding necessary counterparty or jurisdictional information), and validation against the regulator's business logic rules before any submission.

The SDK's internal architecture typically includes several key modules. A data ingestion engine pulls in on-chain and off-chain data from nodes, indexers, and internal databases. A rules engine applies the jurisdiction-specific regulatory logic, such as Travel Rule (FATF Recommendation 16) thresholds or tax reporting classifications. A formatting and serialization module prepares the validated data into the exact file format required by the regulator, be it XML, JSON, or a proprietary standard. Finally, a secure transmission client handles the encrypted submission to the official regulatory gateway or API, managing authentication, non-repudiation, and receipt logging. This modular design allows the SDK to be updated independently as regulations change, insulating the core application from compliance volatility.

For example, when a virtual asset service provider (VASP) processes a crypto transfer exceeding a $3,000 threshold, the SDK automatically triggers the Travel Rule workflow. It would identify the transaction, gather the required sender and beneficiary information, format it according to the IVMS 101 data standard, and submit it to a designated counterparty VASP or a registry. This automation replaces error-prone manual processes, ensuring submissions are accurate, auditable, and timely. By embedding this logic, the SDK shifts compliance from a periodic, batch-oriented task to a real-time, programmatic function integral to the transaction lifecycle.

common-use-cases
REGULATORY REPORTING SDK

Common Use Cases & Applications

A Regulatory Reporting SDK provides developers with pre-built tools and APIs to automate the generation and submission of compliance data to financial authorities, such as the SEC or FINRA, directly from blockchain applications.

01

Automated Transaction Reporting

The SDK automates the generation of detailed transaction reports required by regulators like the Financial Crimes Enforcement Network (FinCEN). It can:

  • Parse on-chain data to identify reportable events.
  • Format data to meet specific regulatory schemas (e.g., MiFID II, FATF Travel Rule).
  • Handle submission via approved channels, reducing manual effort and error.
02

Tax Compliance & Form Generation

Integrates with DeFi and NFT platforms to calculate capital gains, losses, and income for users. The SDK can:

  • Track cost basis across complex DeFi yield farming strategies.
  • Generate pre-filled tax forms like the IRS Form 8949 or international equivalents.
  • Provide audit trails with cryptographic proof of all calculations.
03

Real-Time AML/KYC Screening

Enables platforms to perform Anti-Money Laundering (AML) and Know Your Customer (KYC) checks in real-time by connecting to sanctioned lists and identity verification providers. Key functions include:

  • Screening wallet addresses against OFAC SDN lists.
  • Verifying user identity credentials via integrated providers.
  • Creating suspicious activity reports (SARs) for flagged transactions.
04

Audit & Proof of Reserves

Helps custodians and exchanges generate cryptographic Proof of Reserves reports to demonstrate solvency to regulators and users. The SDK facilitates:

  • Merkle tree construction of user balances.
  • Generation of auditor-verifiable attestations signed by the institution's keys.
  • Automated reporting of reserve status to oversight bodies.
05

Cross-Border Regulatory Mapping

Manages the complexity of operating across multiple jurisdictions by mapping transactions to local regulatory requirements. It can:

  • Identify the applicable rules based on user geolocation or citizenship.
  • Apply different reporting thresholds and formats for the SEC (US), FCA (UK), and MAS (Singapore).
  • Handle data localization and privacy law requirements like GDPR.
06

Stablecoin & E-Money Regulation

Specifically aids issuers of stablecoins and electronic money (e-money) tokens in meeting issuer obligations. Core features include:

  • Automated reporting on reserve composition and backing.
  • Transaction volume and velocity reporting for systemic risk monitoring.
  • Integration with central bank digital currency (CBDC) sandboxes and regulatory frameworks.
ecosystem-usage
REGULATORY REPORTING SDK

Ecosystem Usage: Who Uses These SDKs?

A Regulatory Reporting SDK is a software toolkit that enables blockchain-native entities to programmatically collect, format, and submit transaction data to comply with financial regulations. Its primary users are institutions operating at the intersection of traditional finance and decentralized systems.

06

RegTech & Compliance SaaS

Specialized Regulatory Technology (RegTech) companies are the primary developers and integrators of these SDKs. They embed them into broader compliance platforms to offer services like:

  • Unified dashboards that aggregate data across multiple chains and entities.
  • Risk scoring engines that analyze transaction patterns for AML flags.
  • Automated report filing directly to regulator portals or APIs.
  • Client-facing tools for financial institutions, abstracting the complexity of direct blockchain data ingestion.
$50B+
Global RegTech Market (Est. 2027)
REPORTING METHODOLOGY

Comparison: Manual Reporting vs. SDK Automation

A technical comparison of approaches for generating regulatory reports for blockchain transactions.

Feature / MetricManual ReportingSDK Automation

Implementation Time

Weeks to months

Hours to days

Error Rate (Typical)

5-15%

< 0.1%

Report Generation Time

Hours per report

< 1 second

Audit Trail

Manual logs, prone to gaps

Cryptographically verifiable, immutable

Cost per Report

$50-500+ (analyst time)

$0.10-5.00 (compute cost)

Scalability

Linear with team size

Exponential, API-driven

Real-time Compliance

Support for Rule Updates

Manual reconfiguration required

Dynamic via API versioning

technical-components
REGULATORY REPORTING SDK

Core Technical Components

A Regulatory Reporting SDK is a software development kit that provides developers with the tools to programmatically generate, format, and submit compliance reports to financial authorities. It abstracts the complexity of regulatory schemas and submission protocols.

01

Standardized Data Abstraction

The SDK provides a unified interface for accessing on-chain and off-chain data required for reports like Travel Rule (FATF-16), MiCA, or Form 1099. It abstracts raw blockchain data (transactions, wallet addresses, token transfers) into structured financial events, handling complexities like internal transactions and smart contract interactions.

02

Schema Mapping & Validation

Core to the SDK is the mapping of normalized transaction data to specific regulatory schemas (e.g., ISO 20022, local tax forms). It performs real-time validation against schema rules, ensuring fields like beneficiary details, transaction purposes, and asset classifications are correctly populated and formatted before submission.

03

Secure Submission Gateways

The SDK integrates with official regulatory gateways and Application Programming Interfaces (APIs), such as those provided by national Financial Intelligence Units (FIUs) or tax authorities. It manages authentication (e.g., OAuth 2.0, API keys), encryption, audit trails, and handles submission receipts or error codes.

04

Privacy-Preserving Computation

To comply with data minimization principles, advanced SDKs may integrate zero-knowledge proofs (ZKPs) or secure multi-party computation (MPC). This allows platforms to prove the validity of a report (e.g., proving a transaction is non-suspicious) without exposing the underlying sensitive customer data to the SDK provider or other parties.

05

Audit Logging & Reconciliation

A critical feature is the immutable generation of audit logs for every report created and submitted. This creates a verifiable record for internal compliance reviews and regulator inquiries. The SDK often includes tools for reconciliation, matching submitted reports against original blockchain data to ensure consistency.

06

Jurisdictional Rule Engine

The SDK contains a dynamic rule engine that applies jurisdiction-specific logic. It determines reporting thresholds, required data fields, and submission deadlines based on the geolocation of users, the licensing status of the VASP, and the asset type involved (e.g., difference between reporting for BTC vs. a security token).

REGULATORY REPORTING SDK

Frequently Asked Questions (FAQ)

Common questions about the Chainscore Regulatory Reporting SDK, a developer toolkit for automating compliance with financial regulations like MiCA, Travel Rule, and FATF guidelines.

A Regulatory Reporting SDK is a software development kit that provides pre-built functions, APIs, and data models to automate the generation and submission of compliance reports required by financial authorities. It works by integrating directly with your blockchain node, wallet infrastructure, or transaction processing system to monitor on-chain activity, apply regulatory logic (like identifying reportable transactions or calculating tax liabilities), format the data according to specific jurisdictional schemas (e.g., ISO 20022 for Travel Rule), and facilitate secure submission to regulators or Virtual Asset Service Provider (VASP) counterparts. This abstracts the complexity of ever-changing regulations into a set of developer-friendly tools.

REGULATORY REPORTING SDK

Implementation & Integration Considerations

A Regulatory Reporting SDK is a software development kit that provides standardized tools, APIs, and data models to help blockchain applications and financial institutions automate compliance with financial regulations. This section addresses key technical and operational questions for developers and architects.

A Regulatory Reporting SDK is a software development kit that provides pre-built tools, APIs, and data models to automate the generation and submission of compliance reports to financial authorities. It works by integrating directly with a blockchain node or application's database to ingest raw transaction data, apply regulatory logic (like Travel Rule or FATF guidelines), format the data into required schemas (e.g., ISO 20022), and transmit it to the appropriate regulatory gateway or VASP (Virtual Asset Service Provider). The SDK abstracts the complexity of jurisdiction-specific rules, ensuring reports are accurate, timely, and auditable.

Key components typically include:

  • Data Normalization Engine: Converts on-chain data into a standardized format.
  • Rule Engine: Applies compliance logic based on transaction type, amount, and counterparty jurisdiction.
  • Submission Client: Handles secure, encrypted communication with regulatory endpoints.
  • Audit Logging: Maintains an immutable record of all data queries and submissions for compliance audits.
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Regulatory Reporting SDK: Definition & Use Cases | ChainScore Glossary | ChainScore Labs