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What is Dregs?

Dregs specializes in providing fraud detection solutions tailored specifically for SaaS platforms. It employs a streamlined JavaScript tracking script to fingerprint devices and monitor user interactions, assigning scores to each identity based on four critical factors: Humanity (which helps in identifying bots and automated processes), Authenticity (which focuses on uncovering fake profiles and temporary email addresses), Uniqueness (which works to detect duplicate accounts associated with shared devices, IP addresses, and sessions), and Behavior (which involves assessing user activity against expected patterns). The scoring mechanism is clear and based on specific observations made by the analyzers, allowing for review and adjustments, and avoids relying on ambiguous risk scores. Teams can set up alerts to receive notifications through various channels such as dashboards, emails, Slack, or webhooks, and the implementation process is divided into four distinct stages — Scoring, Alerts, Escalation, and Autonomy — thereby enabling automated actions like rate limiting and quarantining of accounts. Dregs effectively mitigates challenges such as the abuse of free trials, fraudulent promotions and referrals, the creation of duplicate accounts, testing of stolen credit cards, SMS pumping, credential stuffing, and data scraping. Furthermore, the setup process is designed to be user-friendly and includes a self-serve model with a free trial along with transparent pricing options, making it easy for teams to adopt and incorporate into their operational workflows. This thorough approach empowers businesses to safeguard themselves against multiple forms of fraud, ensuring a secure and reliable environment for users. In doing so, Dregs not only enhances security but also builds trust with its clients and their end-users.

What is Castle?

Castle offers a comprehensive solution for real-time event scoring and threat detection by enabling the integration of any user interaction into its platform. This system provides instant decisions that help deter spam registrations and combat account takeover attempts, ultimately leading to smoother user experiences and higher conversion rates. Its seamless APIs allow for the optimization of the registration process while effectively curtailing unwanted spam. With Castle's advanced account takeover protection, users gain access to a powerful defense mechanism against credential stuffing attacks. Whether during user registration, login, or within your application’s interface, Castle proficiently evaluates critical user events to differentiate between genuine users and harmful bots. However, identifying threats is merely the initial step; it also facilitates automated account recovery processes, enables step-up authentication, and sends real-time user alerts via Castle's Webhooks and Notifications. Additionally, Castle conducts thorough analyses of the complex traffic patterns of your application, monitoring each user and device separately. By gaining insights into what defines normal behavior for your application and its users, Castle adeptly identifies abnormal activities and potential threats, creating a secure environment for all users. This all-encompassing strategy not only bolsters security but also cultivates user trust and engagement, contributing to a more robust online community. Ultimately, Castle empowers businesses to focus on growth while ensuring a fortified user experience.

Media

Media

Integrations Supported

Chime
Datadog
EBANX
Freshpaint
JavaScript
Slack

Integrations Supported

Chime
Datadog
EBANX
Freshpaint
JavaScript
Slack

API Availability

Has API

API Availability

Has API

Pricing Information

$17/month
Free Trial Offered?
Free Version

Pricing Information

$33 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Dregs LLC

Date Founded

2025

Company Location

United States

Company Website

dregs.com

Company Facts

Organization Name

Castle

Date Founded

2015

Company Location

United States

Company Website

castle.io

Categories and Features

Fraud Detection

Access Security Management
Check Fraud Monitoring
Custom Fraud Parameters
For Banking
For Crypto
For Insurance Industry
For eCommerce
Internal Fraud Monitoring
Investigator Notes
Pattern Recognition
Transaction Approval

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