[
Sardine Reviews
](https://www.g2.com/products/sardine/reviews)

[
Sardine Reviews
](https://www.g2.com/products/sardine/reviews)

# Sardine Features

##### 
## Intelligence (4)

Transaction Scoring

Rates each transaction's risk based on specific factors and their benchmarked scores.

Risk Assessment

Flags suspicious transactions and either alerts administrators or declines transaction.

Intelligence Reporting

Actively gathers data on suspicious purchasing sources and characteristics of common committers of fraud.

ID Analytics

Stores data from external or internal sources related to fake accounts, evaluating users for risk.

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##### 
## Detection (7)

Fraud Detection

Finds patterns in common occurrences of fraud to use when evaluating risk of purchasers.

Alerts

Alerts administrators when fraud is suspected or transactions have been declined.

Real-Time Monitoring

Constantly monitors system to detect anomalies in real time.

Payment Verification

Requires verification of credit card, debit card, and money transfers prior to accepting payments

Bot Mitigation

Monitors for and rids systems of bots suspected of committing fraud.

Real-Time Monitoring

Constantly monitors system to detect anomalies in real time.

Alerts

Alerts administrators when fraud is suspected or transactions have been declined.

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##### 
## Response (4)

Device Tracking

Keeps records of geographic location and IP addresses of fraud suspects.

Fraud Markers

Tags users suspected of committing fraud and identifies them upon return.

Blacklisting

Prevents previous committers of fraud from future transactions.

Bot Mitigation

Monitors for and rids systems of bots suspected of committing fraud.

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##### 
## Analysis (4)

ID Analytics

Stores data from external or internal sources related to fake accounts, evaluating users for risk.

Intelligence Reporting

Actively gathers data on suspicious purchasing sources and characteristics of common committers of fraud.

Incident Reports

Produces reports detailing trends and vulnerabilities related to payments and fraud.

Reporting/Analytics

View and track pertinent metrics to find patterns and gain insights from data

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##### 
## Administration (6)

Fraud Markers

Tags users suspected of committing fraud and identifies them upon return.

Transaction Scoring

Rates each transaction's risk based on specific factors and their benchmarked scores.

Blacklisting

Prevents previous committers of fraud from future transactions.

Encryption

Encrypts all data transfers using end-to-end encryption.

Audit Trails

Provides audit trails to monitor useage to reduce fraud.

Regulatory Compliance

Complies with regulations for strong customer authentication such as KYC, PSD2, and others.

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##### 
## Integration (8)

Uses Open Standards

Connections use open standards such as SAML or RADIS.

Mobile SDK

Offers developers a mobile software development kit to seamlessly add biometric authentication into their applications.

Workforce Authentication

Integrates with identity and access management (IAM) solutions to manage workforce authentication.

Customer Authentication

Integrates with customer identity and access management (ICAM) solutions to manage customer authentication.

Two-Factor Authentication

Extra layer of security that requires not only a password and username but also something specific to that user

Multi-Factor Authentication

Request two or more credentials to prove user's identity before granting access to systems

Out-of-Band Authentication

Mobile Authentication

Verify user identity through mobile devices

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##### 
## Fraud Detection (5)

Name Matching

The solution uses intelligent algorithms like fuzzy matching to identify potential risks.

Watch List

Create watchlists that can include sanctions lists (e.g., Dow Jones, WorldCheck, WorldCompliance, and Accuity).

Scoring

Score persons and organizations based on their history and risk potential.

E-filing

Pool data from various sources to auto-populate e-filing of Suspicious Activity Report (SAR) or Currency Transaction Reports (CTR) forms.

Workflows and Alerts

Standard workflows to assign workload and to alert users based on predefined triggers.

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##### 
## Compliance (4)

Due Dilligence

Manage due dilligence processes such as Customer Due Diligence and Know Your Customer.

Regulations and Jurisdictions

Comply with regulations from multiple jurisdictions such as OFAC, UN, EU, OSFI, UK and AUSTRAC or FATCA.

Internal Policies

Compliance with fraud and risk management policies created by the company using the solution.

PEP Screening

The process of conducting customer due diligence for any politically exposed person (PEP)

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##### 
## Monitoring (5)

Models

Create behavior models that can be used to detect suspicious behavior.

Simuation

Simulate and validate scenarios to address multiple types of risks.

Transaction Monitoring

Real-time transaction screening to immediately identify potential risks.

Segmentation

Allows users to segment and manage lists of suspicious persons and organizations.

QA

Evaluate the quality and performance of the anti-money laundering activities.

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##### 
## Reporting (3)

Compliance Reports

Ability to generate standard reports for compliance purposes such as FATCA/CRS, SARS/STR and SWIFT.

Suspicious Activity

Display suspicious activity by period, risk type, person or organization.

Real-Time Dashboards

Dashboards to provide real-time data on suspicious transactions, persons, or organizations.

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##### 
## Generative AI - Anti Money Laundering (3)

Risk Scoring

Has integreated AI features to assess and assign risk scores to transactions and customer profiles, enabling prioritized investigations based on potential threat levels.

Pattern Recognition

Uses AI algorithms to identify complex patterns and anomalies in transaction data that may indicate money laundering.

Optical Character Recognition

Ability to recognize printed or written text within digital images or scanned documents

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##### 
## Agentic AI - Anti Money Laundering (3)

Adaptive Learning

Improves performance based on feedback and experience

Decision Making

Makes informed choices based on available data and objectives

AI/Machine Learning

Software program that continuously adjusts its behavior based on observed data

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##### 
## Agentic AI - Fraud Detection (3)

Cross-system Integration

Works across multiple software systems or databases

Adaptive Learning

Improves performance based on feedback and experience

Decision Making

Makes informed choices based on available data and objectives

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##### 
## Transaction Monitoring - Financial Fraud Prevention (7)

Payment monitoring

Monitors both incoming and outgoing payments to detect fraud, such as fake payees, bank accounts, or unathorized users.

Real-time risk monitoring

Reviews every transaction in real‑time using rules, pre-defined criteria or a combination of signals to block, flag, or allow transactions.

Threshold Management

Allows configuring custom rules/thresholds and adjusting sensitivity for different types of transactions.

Internal Fraud Monitoring

Monitoring employee behavior for suspicious activity to detect internal fraud

Activity Monitoring

Track and report on everything that happens within the system or network

Transaction Monitoring

Monitor or audit historical and current transactions to analyze customer account activities

Access Management

Control and manage access to company resources

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##### 
## Identity & Authentication - Financial Fraud Prevention (3)

Identity Verification

Uses documents, biometrics, or device fingerprinting to verify that a user is who they claim to be.

MFA

Detects unusual login or credential usage and requires additional authentication when a risk is present.

Data Verification

Process of checking different types of data for accuracy to avoid errors or inconsistencies

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##### 
## Behavioral & Analytics Detection - Financial Fraud Prevention (6)

Behavioral Analytics

Builds behavioral baselines to detect deviations in transactions and device usage.

Bot Detection

Monitors and blocks automated fraud bots, such as creating fake accounts.

Predictive Analytics

Predict future data based on historical data sets

Real-Time Analytics

Analyze and gain insights into data in real-time

Anomaly Detection

Automatically identify unusual behavior

Check Fraud Detection

Detection of fraudulent checks to prevent financial losses

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##### 
## Audit & Compliance - Financial Fraud Prevention (2)

Audit Trail

Tracks actions of users, rule changes, and other system events in secure logs

Reporting

Generates customlizable reports for regulatory requirements and ongoing compliance.

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##### 
## Identity Verification Functions - Identity Verification (11)

Multi-Method Verification

Supports multi-method identity verification including documents, biometrics, and database cross-checks.

AI Document Check

Performs automated document authentication using OCR and AI/ML.

Biometric Face Match

Conducts biometric face matching (selfie-to-ID verification).

Integration Options

Offers identity verification functionality via API, SDK, or hosted interface.

Workflow Orchestration

Provides configurable identity verification workflows and logic-based orchestration.

Generative AI

Use AI to generate content in the form of text, images, videos, etc.

Third-Party Integrations

Set up connections to third-party platforms to improve business processes

Data Verification

Process of checking different types of data for accuracy to avoid errors or inconsistencies

Age Verification

A way for institutions and businesses to check the age of their customers/clients.

Multiple Authentication Methods

Authenticate user identities through different methods such as ID cards, PINs, passwords, RFID, and biometrics

Third-Party Integration

Addition of necessary external data, applications, tools, or features

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##### 
## Risk & Fraud Prevention - Identity Verification (6)

Liveness Detection

Offers liveness detection to prevent spoofing and presentation attacks.

AI Risk Scoring

Generates real-time identity risk scores using AI/ML or rule-based logic.

Document Forensics

Detects fraudulent or tampered documents through forensic analysis.

Fraud Detection

Identify and prevent suspicious activity

Language Detection

Identify different languages

Duplicate Detection

Compare new data with existing records to detect duplicate entries

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##### 
## Compliance & Governance - Identity Verification (6)

Standards Compliance

Supports compliance with NIST Identity Assurance Levels (IAL2, IAL3).

AML/PEP Screening

Integrates AML, PEP, and sanctions list screening into the identity verification process.

Global Coverage

Supports global identity document verification across multiple countries and regions.

AML Compliance

Anti-money laundering compliance helps businesses uncover suspicious financial activity

KYC Compliance

Verify the identity, suitability, and risks involved with maintaining a business relationship

Background Screening

Researching and validating a person's criminal, educational, job or financial records

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##### 
## Bot Detection & Classification - Bot Detection and Mitigation (3)

Bot Traffic Analytics

Provides visibility into bot activity, attack trends, and traffic composition through dashboards and reporting

Good Bot Identification

Distinguishes approved bots such as search engine crawlers and partner integrations from malicious automation

Malicious Bot Detection

Identifies and classifies malicious automated traffic across web applications, APIs, or digital services

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##### 
## AI-Powered Detection & Intelligence - Bot Detection and Mitigation (3)

AI-Powered Bot Detection

Uses machine learning or AI models to identify sophisticated or evolving bot behavior patterns

AI Agent & LLM Traffic Management

Identifies, classifies, and manages traffic generated by AI agents, autonomous agents, or LLM-based systems

Adaptive AI Threat Response

Dynamically adjusts detection and mitigation decisions based on AI-driven risk analysis

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##### 
## Protection & Mitigation - Bot Detection and Mitigation (3)

Automated Bot Mitigation

Automatically blocks, challenges, rate limits, or otherwise mitigates malicious bot traffic

API Abuse Protection

Protects APIs from automated attacks, scraping, excessive requests, and unauthorized access attempts

Account Takeover Protection

Detects and prevents credential stuffing, account takeover, and automated login abuse

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##### 
## Case Management & Regulatory Output - Agentic Financial Crime Platforms (4)

Human Review & Approval Workflows

Route AI-generated findings, recommendations, and regulatory outputs for human oversight and approval

Investigation Audit Trail

Maintain a record of AI actions, evidence collected, decisions made, and workflow steps executed throughout investigations

Automated Case Creation & Management

Create, update, prioritize, and manage investigation cases based on detected risk indicators and investigative findings

SAR Narrative Draft Generation

Produce draft Suspicious Activity Report narratives based on completed investigative work and supporting evidence

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##### 
## AI & Autonomous Investigation - Agentic Financial Crime Platforms (3)

AI-Generated Case Conclusions

Generate case summaries, risk assessments, and recommended outcomes based on the system's investigative analysis

Autonomous Investigation Execution

Automatically perform investigative actions, including gathering data, querying sources, and analyzing findings without requiring human initiation at each step

Adaptive Workflow Orchestration

Dynamically adjust investigative workflows and next-step actions based on AI-generated findings and risk signals

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##### 
## Data Collection & Intelligence - Agentic Financial Crime Platforms (3)

Multi-Source Evidence Synthesis

Combine and contextualize data from internal and external sources to support investigative decisions

Automated External Data Retrieval

Query and collect information from sanctions lists, watchlists, adverse media sources, and corporate registries as part of investigations

Entity Resolution & Relationship Analysis

Identify related entities, beneficial owners, counterparties, and transactional relationships across disparate data sources

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##### 
## Additional Functionality (246)

Workflow Management

Create, design and manage workflows for repetitive tasks

Biometrics

Identify or authenticate a person's identity through biological data such as fingerprints or facial patterns.

SSL Security

Security protocol that ensures secure, encrypted communication over the internet, safeguarding sensitive data from unauthorized access

Data Import/Export

Import and export data to and from software applications

Real-Time Data

Receive data and information in real time

Compliance Tracking

Track and report regulatory data to either internal management or external stakeholders

Document Storage

Store and organize documents in a centralized system

Real-Time Reporting

Active reporting of data and metrics

Data Verification

Process of checking different types of data for accuracy to avoid errors or inconsistencies

Customer Database

A collection of customer information such as contact details, demographics, previous interactions, etc.

Investigation Management

Oversee people and resources to carry out an investigation

Mobile Access

Access software remotely via mobile devices

Reporting/Analytics

View and track pertinent metrics to find patterns and gain insights from data

Search/Filter

Search and filter data across systems to locate required information by entering keywords or certain criteria

Real-Time Analytics

Analyze and gain insights into data in real-time

Audit Trail

A record of all activities within the system, including user access, changes made, etc.

Behavior Tracking

Track visitors'/audience's responses across web pages and other optimized content

Alerts/Notifications

Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges

Customizable Branding

Add customized logos and colors to align with company branding

Behavioral Analytics

Track and analyse user behavior within a system or network

Authentication

Verify the identity of users/devices to enable secure access

Fraud Detection

Identify and prevent suspicious activity

API

Application programming interface that allows for integration with other systems/databases

Case Management

Work on a set of tasks related to a particular charge, patient, legal issue or any other complex entity or process

Identity Verification

Validating the identity of an individual or entity through verification of personal information or credentials

Risk Management

Process of identifying, evaluating, mitigating, addressing and reporting on potential risks or uncertainties

Reporting & Statistics

Collection, analysis, and representation of numerical data and generation of reports to understand various patterns

Real-Time Notifications

Notifications that are delivered to users as soon as an event occurs

Risk Analysis

Analyze potential risks across the organization

Third-Party Integrations

Set up connections to third-party platforms to improve business processes

Contact Database

Centralized database of stakeholders and their contact information such as names, address, phone number etc.

Data Capture and Transfer

Import, collect, and capture data from multiple sources

Compliance Management

Track and manage adherence to policies for any service, product, process, or supplier

SARs

Alerts/Escalation

System alerts about the need to escalate an issue or request

AI Copilot

A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users

Background Screening

Researching and validating a person's criminal, educational, job or financial records

Secure Data Storage

Securely stores data to prevent data loss or breaches

Generative AI

Use AI to generate content in the form of text, images, videos, etc.

Onboarding

Process of familiarizing new clients, stakeholders or employees with the company, a new location, or a service

Digital Signature

Electronic signing method that validates the authenticity and integrity of a digital document

Consent Management

Manage user consent requests and documents

Customer Data Management

Searchable repository of information about clients

For Financial Institutions

Financial services institutions such as traditional banks, hedge funds, investment banks, and insurance agencies.

Video Conferencing

Connect with meeting participants remotely over video

Blockchain Support

Supports access to crypto blockchains

SDKs

A set of software tools and programs used by developers to create applications for specific platforms

Geolocation

Determines the location of a device using GPS or an IP address

Multi-Language

Manage and support multiple languages

Scheduling

Plan availability and assign specific time slots for tasks and resources

Approval Process Control

Manage the process of evaluating documents or requests submitted for approval

Access Controls/Permissions

Define levels of authorization for access to specific files or systems

Lifecycle Management

Manage the end-to-end lifecycle, from initial setup/development to deployment and maintenance

Address Validation

Verifies and confirms the accuracy of an address

Document Management

Store, manage, and track all electronic documents in a centralized location

Forms Management

Store, manage and track all forms in a centralized location

Behavioral Analytics

Track and analyse user behavior within a system or network

Optical Character Recognition

Ability to recognize printed or written text within digital images or scanned documents

Audit Trail

A record of all activities within the system, including user access, changes made, etc.

Records Management

Ability to record, store, update, and retrieve information

Reporting & Statistics

Collection, analysis, and representation of numerical data and generation of reports to understand various patterns

User Onboarding

Guide new users to understand and become proficient in using a product or service

Biometrics

Identify or authenticate a person's identity through biological data such as fingerprints or facial patterns.

Predictive Analytics

Predict future data based on historical data sets

AI/Machine Learning

Software program that continuously adjusts its behavior based on observed data

Password Management

Generate and store passwords in an encrypted database and assist in retrieving lost or forgotten passwords

Real-Time Data

Receive data and information in real time

Secure Data Storage

Securely stores data to prevent data loss or breaches

Mobile Access

Access software remotely via mobile devices

Barcode Recognition

The ability to identify a barcode on or within an image or packaging

Video Conferencing

Connect with meeting participants remotely over video

Compliance Management

Track and manage adherence to policies for any service, product, process, or supplier

API

Application programming interface that allows for integration with other systems/databases

Address Validation

Verifies and confirms the accuracy of an address

ID Scanning

Scan and validate an ID barcode

AI Copilot

A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users

Location Tracking

Identify the physical location of an individual, asset, device, etc.

Data Extraction

Automatically retrieve and pull information from documents, websites, images, data sets, and other sources

Onboarding

Process of familiarizing new clients, stakeholders or employees with the company, a new location, or a service

Risk Management

Process of identifying, evaluating, mitigating, addressing and reporting on potential risks or uncertainties

Digital Signature

Electronic signing method that validates the authenticity and integrity of a digital document

Workflow Management

Create, design and manage workflows for repetitive tasks

Data Capture and Transfer

Import, collect, and capture data from multiple sources

Consent Management

Manage user consent requests and documents

Customer Data Management

Searchable repository of information about clients

For Financial Institutions

Financial services institutions such as traditional banks, hedge funds, investment banks, and insurance agencies.

Behavior Tracking

Track visitors'/audience's responses across web pages and other optimized content

Blockchain Support

Supports access to crypto blockchains

SDKs

A set of software tools and programs used by developers to create applications for specific platforms

Search/Filter

Search and filter data across systems to locate required information by entering keywords or certain criteria

Geolocation

Determines the location of a device using GPS or an IP address

Multi-Language

Manage and support multiple languages

Scheduling

Plan availability and assign specific time slots for tasks and resources

Authentication

Verify the identity of users/devices to enable secure access

Case Management

Work on a set of tasks related to a particular charge, patient, legal issue or any other complex entity or process

Approval Process Control

Manage the process of evaluating documents or requests submitted for approval

Alerts/Notifications

Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges

Access Controls/Permissions

Define levels of authorization for access to specific files or systems

Lifecycle Management

Manage the end-to-end lifecycle, from initial setup/development to deployment and maintenance

Document Management

Store, manage, and track all electronic documents in a centralized location

Forms Management

Store, manage and track all forms in a centralized location

Workflow Automation

Streamlining repetitive tasks and activities through automated and predefined workflows

Onboarding

Process of familiarizing new clients, stakeholders or employees with the company, a new location, or a service

Risk Management

Process of identifying, evaluating, mitigating, addressing and reporting on potential risks or uncertainties

Digital Signature

Electronic signing method that validates the authenticity and integrity of a digital document

Workflow Management

Create, design and manage workflows for repetitive tasks

Data Capture and Transfer

Import, collect, and capture data from multiple sources

Consent Management

Manage user consent requests and documents

Customer Data Management

Searchable repository of information about clients

AI Copilot

A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users

Mobile Access

Access software remotely via mobile devices

For Financial Institutions

Financial services institutions such as traditional banks, hedge funds, investment banks, and insurance agencies.

Audit Trail

A record of all activities within the system, including user access, changes made, etc.

Video Conferencing

Connect with meeting participants remotely over video

Behavior Tracking

Track visitors'/audience's responses across web pages and other optimized content

API

Application programming interface that allows for integration with other systems/databases

Compliance Management

Track and manage adherence to policies for any service, product, process, or supplier

Blockchain Support

Supports access to crypto blockchains

SDKs

A set of software tools and programs used by developers to create applications for specific platforms

Search/Filter

Search and filter data across systems to locate required information by entering keywords or certain criteria

Geolocation

Determines the location of a device using GPS or an IP address

Generative AI

Use AI to generate content in the form of text, images, videos, etc.

Multi-Language

Manage and support multiple languages

Scheduling

Plan availability and assign specific time slots for tasks and resources

Authentication

Verify the identity of users/devices to enable secure access

Case Management

Work on a set of tasks related to a particular charge, patient, legal issue or any other complex entity or process

Approval Process Control

Manage the process of evaluating documents or requests submitted for approval

Alerts/Notifications

Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges

Access Controls/Permissions

Define levels of authorization for access to specific files or systems

Lifecycle Management

Manage the end-to-end lifecycle, from initial setup/development to deployment and maintenance

Secure Data Storage

Securely stores data to prevent data loss or breaches

Address Validation

Verifies and confirms the accuracy of an address

Biometrics

Identify or authenticate a person's identity through biological data such as fingerprints or facial patterns.

Document Management

Store, manage, and track all electronic documents in a centralized location

Forms Management

Store, manage and track all forms in a centralized location

Credential Management

Manage usernames, account numbers, passwords, biometric data, public access keys, and other documentation

Active Directory Integration

Integrates with Active Directory

Activity Dashboard

Dashboard to view the status of ongoing processes, identify current incidents and track past activities

Remote Access/Control

Access work applications remotely, for when working away from the office and/or traveling

Compliance Management

Track and manage adherence to policies for any service, product, process, or supplier

Audit Management

Plan, schedule, and execute organization's accounts and assets to ensure compliance with policies and laws

Social Sign On

Secure Login

At least a username and password is required to access the system

Real-Time Monitoring

Active monitoring of systems, applications, or networks

API

Application programming interface that allows for integration with other systems/databases

Access Management

Control and manage access to company resources

Third-Party Integrations

Set up connections to third-party platforms to improve business processes

Event Logs

A chronological record of actions or occurrences within a network, software, or process

Role-Based Permissions

Set & manage permission levels based on user roles and restrict access to only authorized individuals

Policy Management

Create, manage, and track policies and procedures within an organization

Reporting & Statistics

Collection, analysis, and representation of numerical data and generation of reports to understand various patterns

Fraud Detection

Identify and prevent suspicious activity

Access Controls/Permissions

Define levels of authorization for access to specific files or systems

Member Accounts

Accounts held by members of an organization

Real-Time Notifications

Notifications that are delivered to users as soon as an event occurs

AI Copilot

A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users

Generative AI

Use AI to generate content in the form of text, images, videos, etc.

Customizable Branding

Add customized logos and colors to align with company branding

Alerts/Notifications

Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges

Secure Data Storage

Securely stores data to prevent data loss or breaches

Single Sign On

Allow users to access multiple services after entering their login credentials once

Real-Time Analytics

Analyze and gain insights into data in real-time

Data Verification

Process of checking different types of data for accuracy to avoid errors or inconsistencies

Biometrics

Identify or authenticate a person's identity through biological data such as fingerprints or facial patterns.

Multiple User Accounts

Allow multiple users with individual logins and varying permissions to use the same account, software, portal, or service

Workflow Management

Create, design and manage workflows for repetitive tasks

Activity Tracking

Track and document all activities across devices, networks, and other systems

User Management

Manage user accounts, profiles, roles, permissions, and other details across applications, devices or networks

Risk Alerts

Notifying as a warning or reminder of a potential or imminent hazard

Self Service Portal

Online portal through which end users can access the system, manage tasks, or obtain information

Password Management

Generate and store passwords in an encrypted database and assist in retrieving lost or forgotten passwords

Background Identification

Identify background objects/scenes within an image or video and label them for providing additional context

Face Clustering

Finding unique faces in an unlabeled set of images to aid facial recognition

Identity Verification

Validating the identity of an individual or entity through verification of personal information or credentials

Natural Language Processing

Process and analyze human language in text or audio form

Mobile Access

Access software remotely via mobile devices

Annotations

Highlight content and/or make notations about parts of content

Intelligent Search

Retrieves search results using various capabilities, including AI, ML and NLP

Third-Party Integration

Addition of necessary external data, applications, tools, or features

Sentiment Analysis

Categorize emotions expressed in written text or images and identify if they are positive, negative or neutral

Machine Learning

Enable businesses to implement machine learning algorithms on business data such as sales and revenue

Deepfake Detection

Detecting fake images or videos generated using deep learning techniques and manipulated media

Privacy Options

Allows users to secure content and data for any use.

Image Classification

Identifies and categorizes objects, patterns, or specific features within an image

Data Import/Export

Import and export data to and from software applications

Real-Time Reporting

Active reporting of data and metrics

Multi-Language

Manage and support multiple languages

Data Security

Protect sensitive data for digital privacy

Image Analysis

Evaluating and identifying the fundamental components in an image for extracting medical information.

Face Detection

Detecting presence of faces within images or video streams, scanning the entire field of view for areas containing full or partial face

Motion Tracking

Ability to track motion for easier editing

Pose Estimation

Detects the positions and orientations of human body parts or objects within an image or video

Predictive Analytics

Predict future data based on historical data sets

Face Analysis

Assess and recognize unique features of the face and gender/age and then compare these features to a database of stored faces or images

Data Retrieval

Search and find data in a structured format

Deep Learning

Artificial neural networks using multiple layers of processing are used to extract progressively higher level features from data.

Multi-Device Support

Support multiple types of devices

Data Mapping

Track the management and flow of data throughout the organization

Generative AI

Use AI to generate content in the form of text, images, videos, etc.

AI Copilot

A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users

Data Visualization

Graphical representation of data

Risk Assessment

Initiate collection and analysis of known risks

Real-Time Updates

Receive system updates as soon as any changes are made

Risk Analysis

Analyze potential risks across the organization

Custom Fraud Rules

Rules that can be customized/created based on business requirements for fraud prevention

Real-time Alerts

Receive notification of issues as soon as they occur

Data Synchronization

Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency

Financial Transaction Approval

Approve legitimate financial transactions after reviewing for fraud or other risks

Payment Fraud Prevention

Tools to prevent payment fraud, such as identity authentication, risk analysis, seller protection, etc.

Data Discovery

Discover and connect variety of data sources to the application for analysis

Third-Party Integrations

Set up connections to third-party platforms to improve business processes

Financial Analysis

Evaluate units, projects, budgets, and other finance-related data to gauge their performance and potential risk

Real-Time Data

Receive data and information in real time

Reporting & Statistics

Collection, analysis, and representation of numerical data and generation of reports to understand various patterns

Authentication

Verify the identity of users/devices to enable secure access

Activity Tracking

Track and document all activities across devices, networks, and other systems

API

Application programming interface that allows for integration with other systems/databases

Transaction History

Record of all transactions such as purchases, deposits, withdrawals and transfers within a specific period

For eCommerce

Intended to be used by online stores

Activity Dashboard

Dashboard to view the status of ongoing processes, identify current incidents and track past activities

Risk Alerts

Notifying as a warning or reminder of a potential or imminent hazard

For Banking

Intended to be used by banks

AI/Machine Learning

Software program that continuously adjusts its behavior based on observed data

Alerts/Notifications

Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges

Data Import/Export

Import and export data to and from software applications

For Insurance Industry

Intended to be used by insurers

PSD2 Compliant

Complies with the Payment Services Directive Two (PSD2), set by the European Union for electronic payment services

Data Capture and Transfer

Import, collect, and capture data from multiple sources

Search/Filter

Search and filter data across systems to locate required information by entering keywords or certain criteria

Alerts/Escalation

System alerts about the need to escalate an issue or request

Behavior Tracking

Track visitors'/audience's responses across web pages and other optimized content

Customer Accounts

Record customer information, purchase history, and other notes

Web Traffic Monitoring

Monitor the IP addresses of the incoming traffic

Anomaly/Malware Detection

Automatically identify and flag unusual behaviors and malicious software

Fraud Detection

Identify and prevent suspicious activity

Event Logs

A chronological record of actions or occurrences within a network, software, or process

Bot Mitigation

Reduce or block bot traffic

Vulnerability Scanning

Discover patch statuses and vulnerabilities

Real-time Alerts

Receive notification of issues as soon as they occur

Threat Intelligence

Information to prevent, understand and identify cyber threats

Bot Detection

Identify bot traffic

Dashboard

Assembly of graphs and charts for visualizing and tracking statistics/metrics

AI/Machine Learning

Software program that continuously adjusts its behavior based on observed data

Generative AI

Use AI to generate content in the form of text, images, videos, etc.

AI Copilot

A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users

Behavioral Analytics

Track and analyse user behavior within a system or network

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Sardine Comparisons

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##### Categories on G2

[
Biometric Authentication
](https://www.g2.com/categories/biometric-authentication)[
Fraud Detection
](https://www.g2.com/categories/fraud-detection)[
E-commerce Fraud Protection
](https://www.g2.com/categories/e-commerce-fraud-protection)

[
Bot Detection and Mitigation
](https://www.g2.com/categories/bot-detection-and-mitigation)[
Anti-Money Laundering (AML)
](https://www.g2.com/categories/anti-money-laundering)[
Identity Verification
](https://www.g2.com/categories/identity-verification)[
Financial Fraud Prevention
](https://www.g2.com/categories/financial-fraud-prevention)[
Agentic Financial Crime Platforms
](https://www.g2.com/categories/agentic-financial-crime-platforms)

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What is the best solution for design team brainstorming sessions?
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What is the top-rated work management platform for enterprises?
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What solution integrates incident management with ITSM tools?
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Pros and Cons Details
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