Merkle Science

About Merkle Science

Merkle Science provides a predictive risk and intelligence platform that utilizes machine learning for behavior-based transaction monitoring and cross-chain analytics to detect and prevent crypto-related fraud. The platform enables businesses and government agencies to comply with AML and KYC regulations while effectively managing risks associated with cryptocurrency transactions.

```xml <problem> Cryptocurrency businesses, financial institutions, and government agencies face increasing challenges in detecting and preventing illicit activities involving cryptocurrencies, including fraud, money laundering, and sanctions violations. Traditional blacklists are often insufficient to identify sophisticated criminals operating outside known bad actor databases, while the decentralized nature of crypto assets makes cross-chain transaction monitoring complex. </problem> <solution> Merkle Science offers an AI-powered, behavior-based transaction monitoring and risk intelligence platform designed to detect, investigate, and prevent crypto-related crime. The platform provides enhanced due diligence, cross-chain analytics, and entity reporting, enabling businesses and government agencies to comply with AML, KYC, and CFT regulations. By leveraging machine learning, Merkle Science identifies suspicious transactions beyond traditional blacklists and offers predictive risk scores for tokens and Virtual Asset Service Providers (VASPs). The platform's capabilities extend to tracing stolen crypto, uncovering hidden patterns, and generating detailed evidence reports for investigations. </solution> <features> - Behavior-based transaction monitoring to identify sophisticated criminals beyond traditional blacklists. - Cross-chain analytics covering over 10,000 assets and 200 bridges for comprehensive risk assessment. - AI-powered analytics for smarter decision-making and in-depth research. - Risk scoring for tokens across blockchains, flagging sanctions, darknet activity, and CSAM. - Real-time mitigation technology for proactive threat detection and prevention on EVM chains and Tron. - Investigation tools to trace stolen crypto, uncover hidden patterns, and identify exit nodes. - Training and certification programs for compliance and investigation teams. </features> <target_audience> Merkle Science serves cryptocurrency businesses seeking to automate compliance and AML processes, financial institutions managing crypto and fiat AML exposure, and government agencies investigating crypto crime. </target_audience> <revenue_model> Merkle Science generates revenue through subscriptions to its platform, which includes modules like Compass, Tracker, and KYBB, as well as through training and certification programs. </revenue_model> ```

What does Merkle Science do?

Merkle Science provides a predictive risk and intelligence platform that utilizes machine learning for behavior-based transaction monitoring and cross-chain analytics to detect and prevent crypto-related fraud. The platform enables businesses and government agencies to comply with AML and KYC regulations while effectively managing risks associated with cryptocurrency transactions.

Where is Merkle Science located?

Merkle Science is based in Singapore, Singapore.

When was Merkle Science founded?

Merkle Science was founded in 2018.

How much funding has Merkle Science raised?

Merkle Science has raised $25.6M.

Who founded Merkle Science?

Merkle Science was founded by Mriganka Pattnaik.

  • Mriganka Pattnaik - Co-Founder/CEO
Location
Singapore, Singapore
Founded
2018
Funding
$25.6M
Employees
61 employees
Investors
500 GlobalEntrepreneurs FirstBECO CapitalFenbushiK3 Ventures

Merkle Science

10
Relative Traction Score based on online presence metrics compared to companies in the same age group.

Executive Summary

Merkle Science provides a predictive risk and intelligence platform that utilizes machine learning for behavior-based transaction monitoring and cross-chain analytics to detect and prevent crypto-related fraud. The platform enables businesses and government agencies to comply with AML and KYC regulations while effectively managing risks associated with cryptocurrency transactions.

merklescience.com20K+
Founded 2018Singapore

Funding

No specific funding rounds found.

Total Funding

$25.6M

Backed by

Entrepreneurs First500 GlobalBECO CapitalCreative Destruction Lab (CDL)Digital Currency Group

Team (50+)

Mriganka Pattnaik

Co-Founder/CEO

Nirmal AK

CTO

Company Description

Problem

Cryptocurrency businesses, financial institutions, and government agencies face increasing challenges in detecting and preventing illicit activities involving cryptocurrencies, including fraud, money laundering, and sanctions violations. Traditional blacklists are often insufficient to identify sophisticated criminals operating outside known bad actor databases, while the decentralized nature of crypto assets makes cross-chain transaction monitoring complex.

Solution

Merkle Science offers an AI-powered, behavior-based transaction monitoring and risk intelligence platform designed to detect, investigate, and prevent crypto-related crime. The platform provides enhanced due diligence, cross-chain analytics, and entity reporting, enabling businesses and government agencies to comply with AML, KYC, and CFT regulations. By leveraging machine learning, Merkle Science identifies suspicious transactions beyond traditional blacklists and offers predictive risk scores for tokens and Virtual Asset Service Providers (VASPs). The platform's capabilities extend to tracing stolen crypto, uncovering hidden patterns, and generating detailed evidence reports for investigations.

Features

Behavior-based transaction monitoring to identify sophisticated criminals beyond traditional blacklists.

Cross-chain analytics covering over 10,000 assets and 200 bridges for comprehensive risk assessment.

AI-powered analytics for smarter decision-making and in-depth research.

Risk scoring for tokens across blockchains, flagging sanctions, darknet activity, and CSAM.

Real-time mitigation technology for proactive threat detection and prevention on EVM chains and Tron.

Investigation tools to trace stolen crypto, uncover hidden patterns, and identify exit nodes.

Training and certification programs for compliance and investigation teams.

Target Audience

Merkle Science serves cryptocurrency businesses seeking to automate compliance and AML processes, financial institutions managing crypto and fiat AML exposure, and government agencies investigating crypto crime.

Revenue Model

Merkle Science generates revenue through subscriptions to its platform, which includes modules like Compass, Tracker, and KYBB, as well as through training and certification programs.

Sources:

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