How It Works

From Audio to Approved Document in 7 Steps

Audryl pairs AI speed with human accuracy. The AI generates a near-complete draft in seconds; your team reviews, refines, and approves. Every step is transparent and auditable.

InputStep 01

Audio Capture

Providers dictate or capture ambient audio. Files arrive through a secure pipeline and are encrypted at rest on hardened cloud storage.

Speech-to-TextStep 02

Speech-to-Text

A clinical-grade speech engine converts audio to text with high raw accuracy, handling medical vocabulary, dictation commands, and speaker separation natively.

AI EngineStep 03

AI Formatting

The AI engine structures the raw transcript into a clinical document — applying provider templates, client specifications, style rules, and medico-legal requirements.

Rules EngineStep 04

Post-Processor

A deterministic rule engine applies corrections, abbreviation expansion, and client-specific formatting. Consistent, predictable, and auditable.

Human ReviewStep 05

Editor Review

Your editor reviews the AI draft, makes corrections, fills any blanks, and confirms accuracy. The AI does the heavy lifting; your team ensures it's right.

Quality AssuranceStep 06

QA Review

QA audits the completed document across 13 error categories. Accuracy scoring, error tracking, and rebuttal workflows keep quality standards consistent.

OutputStep 07

Delivery

The approved document is delivered to the client through their preferred channel — EHR integration, HL7/FHIR, secure portal, or file delivery.

Continuous Improvement

The Self-Improving Learning Loop

Every correction makes the system smarter. Audryl learns from each interaction, so your team does less work over time, not more.

Step 01

Your Editor Makes a Correction

An editor reviews the AI draft and makes any required edits — terminology, formatting, provider-specific preferences.

Step 02

Feedback Feeds the Engine

Every correction is captured and fed back into the pipeline, building a provider-specific knowledge base over time.

Step 03

Drafts Get Better Automatically

The next draft for that provider is more accurate, needs fewer corrections, and moves closer to ready-to-deliver with every cycle.

The Compounding Result

New providers start with strong baseline accuracy and improve rapidly. Established providers see near-ready first drafts that need minimal editing. Your team spends less time correcting and more time producing — pushing throughput toward 2× without adding headcount.

Up to 2×
throughput, same team

AI Does the Heavy Lifting. Your Team Ensures Perfection.

Audryl isn't a fully automated black box. Every document is reviewed by a trained editor before delivery.