Retrace

by Retrace Labs Inc.  · Based in United States → — Instant payments. Brighter smiles.
Dentistry
Website
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Overview

Retrace is an AI-based dental management network that leverages AI and infrastructure for oral health to streamline dental administration, enable instant value-based payments, and provide provider and procedure quality ratings. The company aims to simplify the fragmented healthcare system through a patient-centric approach, utilizing data science, thoughtful design, and automation. Retrace connects providers, patients, and payers with an end-to-end solution tailored to workflows, handling the complexities of navigating multiple disjointed systems. Their platform is designed to help oral healthcare providers get paid accurately and instantly with a complete billing and office solution. Retrace also focuses on transparency for patients regarding insurance coverage and treatment plans, and aims to eliminate surprise bills.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • Instant and accurate payments for providers
  • 99% clean claim rate
  • 98% claims auto-adjudication rate
  • Real-time determination of benefits, coverage, and eligibility
  • Centralized system for claims support documents for payers
  • Comprehensive treatment plans for patients
  • Clarity on insurance coverage before procedures for patients
  • Instant reimbursement after treatment for patients
  • Intelligent automation to streamline patient experience
  • Provider and procedure quality ratings

Use Cases

  • Streamlining dental administration and office work
  • Enabling instant value-based payments for oral healthcare providers
  • Simplifying claims processing for payers
  • Providing transparency and clarity on costs for patients
  • Automating tasks throughout the patient experience from pre-visit to post-visit
  • Creating the groundwork for value-based care in oral health

Details

Category Dental AI, Medical Billing & RCM, Practice Management & Scheduling
Pricing Contact sales
  • Retrace's pricing for its dental management network is not publicly disclosed and requires contacting sales
  • Other Retrace products, such as an AI agent execution replay engine, have tiered pricing ranging from $99 to $249 per month, with a custom enterprise option, and a free trial is available
  • Another Retrace AI product for field technicians also has tiered pricing from $599/month to $1,799/month, with usage-based AI pricing for document abstractions and tokens
DeploymentCloud
Compliance
BAA AvailableUnknown AI-estimated
HIPAA CompliantUnknown AI-estimated
FDA Status Unknown AI-estimated

As of February 2026, there is no confirmed FDA 510(k) clearance for Retrace's dental AI tools, and practices are advised to verify regulatory status before clinical use.
Integrations
EHR Not specified
Specialties Dentistry

What the Web Says

Retrace.ai appears to be a platform with different applications, primarily focusing on AI-powered solutions. One prominent aspect is its role as a malware analysis sandbox for security professionals, offering detailed virtual machine telemetry and various deployment options. Another significant application is in the healthcare sector, specifically dental management, where it leverages AI for instant value-based payments, quality ratings, and administrative efficiency. Additionally, Retrace is described as an execution replay engine for AI agents, helping developers debug and improve agent behavior. While some reviews praise its efficiency and comprehensive features, there are also concerns about pricing transparency and the potential for AI-generated content to lack depth or accuracy in certain contexts.

Overall: Mixed

Strengths

  • Offers a free Community plan for unlimited public malware analyses.
  • Provides detailed VM telemetry with MITRE ATT&CK tags and threat verdicts for malware analysis.
  • Supports cloud, API, and self-hosted deployment options for flexibility.
  • Leverages AI for instant value-based payments and improved administrative efficiency in dental care.
  • Functions as an execution replay engine for AI agents, allowing developers to inspect decision trees and replay failed executions for debugging.
  • Includes AI-generated summaries and collaboration tools.

Limitations

  • Private submissions for malware analysis are only available in higher-paid tiers.
  • Paid plans utilize 'Contact or Custom pricing,' which lacks transparency.
  • Advanced sovereignty features require higher-priced tiers.
  • Some AI-generated content, particularly in reviews or medical scribes, can be generic, lack flexibility, or have accuracy issues.
  • Concerns exist about the potential for AI to reduce patient-physician interactions and data protection in healthcare.
  • Navigation can feel cumbersome, requiring too many steps to reach essential features, and system performance can be inconsistent with slow loading times or occasional timeouts.

Based on reviews from: iTechGuides, AIToolsRecap, SiliconANGLE, Capterra, Reddit, Crozdesk, Trustpilot, Twofold Health

Last updated: 2026-09-28

Ratings & Reviews

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Videos

Product demos, reviews, and walkthroughs for Retrace.

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Frequently Asked Questions

Retrace is a dental AI platform designed to assist with various aspects of practice management and patient care. It typically integrates with your existing practice management software to analyze data, identify trends, and provide insights, aiming to streamline operations and enhance diagnostic support.
Retrace prioritizes HIPAA compliance by implementing robust data encryption, access controls, and secure data storage protocols. All patient data is de-identified and anonymized where appropriate to protect privacy while still allowing for valuable analytical insights.
While Retrace offers significant advantages, its primary limitations include the inability to perform physical examinations or make final clinical diagnoses, which always require human expertise. It's best used as a supportive tool for data analysis, risk assessment, and workflow optimization, not as a replacement for a dentist's professional judgment.
Retrace generally offers subscription-based pricing models, often with different tiers tailored to the size and specific needs of a dental practice. These tiers may vary based on the number of users, features included (e.g., advanced analytics, specific AI modules), and data processing volume.
Retrace differentiates itself through its comprehensive suite of features, often including predictive analytics for patient recall, treatment plan optimization, and detailed financial insights. Its unique selling propositions typically revolve around its user-friendly interface, seamless integration capabilities, and a strong focus on improving both clinical outcomes and practice profitability.
Retrace typically provides comprehensive training programs, including online tutorials, webinars, and sometimes on-site training sessions, to ensure your staff can effectively utilize the platform. Ongoing customer support is also usually available through dedicated support channels, offering assistance with technical issues and best practices.
Retrace can assist with insurance claims and coding compliance by analyzing patient data and suggesting appropriate codes based on documented procedures. While it aims for high accuracy, it's crucial to remember that final responsibility for coding accuracy and claim submission rests with the practice, and human review is always recommended.

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Suggest an Edit → | Last Verified: 2026-06-23 | First Added: 2026-06-23
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