DregsDregs LLC
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CPA Fraud Detection ServiceMedCXO
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Related Products
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About
Dregs is fraud detection for SaaS applications. A lightweight JavaScript tracking script fingerprints devices and streams user events; Dregs scores every identity across four dimensions: Humanity (bot and automation detection), Authenticity (fake profiles and disposable emails), Uniqueness (duplicate accounts linked through shared devices, IPs, and sessions), and Behavior (activity compared against expected patterns).
Scores are transparent — built from individual analyzer observations you can inspect and tune, not an opaque risk number. Rules raise alerts to the dashboard, email, Slack, or webhooks, and teams adopt in four stages — Scoring, Alerts, Escalation, Autonomy — ending in automated responses like rate limiting and account quarantine.
Dregs targets free-trial abuse, promo and referral fraud, duplicate accounts, stolen-card testing, SMS pumping, credential stuffing, and scraping. Setup is self-serve with a free trial and published pricing.
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About
Benford’s law to detect patterns of inappropriate disbursements. Searches Quickbooks or other bookkeeping software audit trail reports for unusual actions such as voids and deletions. Identify multiple payments for the same amount on the same day. Reviews payroll runs for payments in excess of salary or hourly rate. Find payments issued on non-business days. Calculations of statistical parameters to identify outliers that could indicate fraud. Test for duplicate payments. Review accounts payable vendor files for similar names. Check for fictitious vendors. Compare vendor and payroll addresses Z-Score and relative size factor test. Data monitoring and surprise audits are correlated with some of the largest reductions in fraud loss but only 37% of all organizations employ these controls. The median loss of a business with less than 100 employees is $200,000. Small business has fewer resources to detect and find fraud.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
SaaS, Financial, Affiliate Programs, E-Commerce
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Audience
Healthcare providers and organizations interested in a medical practice employee fraud detection solution to prevent fraud
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Pricing
$17/month
Free Version
Free Trial
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Pricing
$1,400 one-time payment
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationDregs LLC
Founded: 2025
United States
dregs.com
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Company InformationMedCXO
United States
medcxo.com/fraud/
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Categories |
Categories |
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Integrations
JavaScript
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