Platform Overview

Two Engines. One Platform.

A Production Engine that turns audio into EHR-ready documentation, and a Management Suite that runs the operation around it. Together they let you process more volume with the same team, while a complete QA workflow holds quality steady.

Step 01

AI Does the Heavy Lifting

Audio goes in. The pipeline handles speech-to-text, template insertion, macro expansion, and formatting — producing a near-complete draft in seconds.

Step 02

Editors Review & Refine

Your team shifts from typing every word to reviewing AI drafts — focusing on clinical accuracy and quality, the work humans do best.

Step 03

QA Ensures Quality at Scale

13 error categories, accuracy scoring, audit sampling, and accountability tracking ensure more volume never means lower quality.

Production Engine

The AI Transcription Pipeline

From raw audio to formatted clinical document in seconds. Each stage adds precision, so your editors start from a near-complete draft, not a blank screen.

Clinical-Grade Speech-to-Text

Speech-to-text tuned for clinical audio, with medical vocabulary, dictation-style support, and high raw accuracy.

AI Formatting Engine

AI structures raw transcript output into clinical documents that follow provider styles, templates, and client specifications.

Deterministic Post-Processor

Rule-based corrections for recognition errors, abbreviations, and formatting standards — consistent and predictable.

Self-Improving Learning Loop

Editor corrections feed back into the system, improving future drafts for each provider over time.

Template & Macro Management

A full template system with document extraction, macro libraries, and provider-specific samples with contextual search.

Review-First Pipeline

The AI generates a near-complete draft and your editor reviews and refines — shifting the work from typing to reviewing, toward 2× output.

Quality at Scale

A Complete QA Workflow

More output means nothing if quality slips. The QA system holds accuracy steady at every scale — 13 error categories, automated scoring, and full audit trails.

13 Error Categories

A comprehensive error taxonomy covering medical, grammatical, formatting, and critical errors with weighted scoring.

Accuracy Scoring

Automated accuracy calculations per editor, per client, and per period — with drill-down into specific error patterns.

Audit Sampling

Configurable audit percentages, random sampling, and targeted reviews for quality-assurance compliance.

Blank Accountability

Track unresolved blanks, monitor resolution times, and ensure nothing reaches delivery without review.

Management Suite

Workforce Management — Built In

Included

No separate HRMS, no second system, no second cost, no integration headaches. Everything needed to run the operation lives inside Audryl.

Team Management

Complete profiles, role-based access for editors, QA, managers, and admins, plus department structure and document management.

Shift Scheduling

Flexible shift creation, rotation management, and schedule publishing — integrated with production tracking.

Attendance Tracking

Grace periods, gap rules, short permissions, and overtime calculations — all configurable to your policy.

Compensation & Payroll

Compensation models with incentive tiers, line-based pay calculations, premium handling, and payroll exports.

100% Cloud. Zero Installation.

Operational by Tomorrow Morning.

No Hardware

Nothing to provision, rack, or maintain. Everything runs in the cloud.

Browser-Based

Your team accesses Audryl through any standard web browser. No downloads.

Hours to Go-Live

Setup completes in hours. Your team processes real production work the next morning.

See the Platform in Action

Start a 14-day pilot on your own work — full access, no credit card. See both engines running with your own team and data.