Every day, critical conversations are recorded in high-stakes environments:
- A police officer conducts a witness interview in the field
- A court clerk records hours of legal proceedings
- An insurance adjuster documents a complex claim
These recordings are anything but simple. Crosstalk, poor acoustics, and industry-specific language make accurate, usable transcription a major technical challenge.
VIQ Solutions addresses this challenge with a proprietary, dual-technology approach designed to deliver high-accuracy, fully formatted transcripts at scale.
The Technology Behind the Trusted Precision: Multi-layered Approach

VIQ Solutions delivers industry-grade transcription accuracy through a multi-layered approach combining intelligent post-processing and adaptive language modeling. This ensures transcripts meet the high standards required across legal, law enforcement, and insurance sectors.
1. Post-Processing
Our smart post-processing engine polishes transcripts automatically, applying formatting rules and industry-specific standards for consistent, ready-to-use results.
Examples include:
- Converting informal text to domain-specific formatting (state road 28 → State Road 28, your honor → Your Honor)
- Removing non-verbal fillers (“uh”, “um”)
2. Domain Specific Language Models (DSLMs)
Our patent-pending DSLMs are continuously trained on real-world audio and human-verified transcripts from courts, law enforcement, government proceedings and insurance domains. Unlike generic recognition engines, VIQ’s DSLMs understand contextual language, sector-specific vocabulary, and formatting rules.
- Complex legal and procedural terminology
- Evolving linguistic patterns within each domain
They adapt to:
3. Post-Processing + DSLMs synergistically work to create
- Significantly higher first-pass transcription accuracy
- Reduced reliance on manual intervention
- Industry-ready, fully formatted ready-to-use documents at scale
When paired with our NetScribe® Advanced Formatter, transcripts come out clean, consistent, and courtroom-ready—while human specialists can focus on review, not rework.
Proven Impact Across Industries
- Courts: Generate same-day FirstDrafts for multi-day hearings and next-day verbatim transcripts despite staffing shortages.
- Law Enforcement: Dictate via MobileMic Pro in the field, receive formatted drafts within minutes, and self-edit securely in NetScribe Connect.
- Transcription & Reporting Agencies: Automate workflow allocation, manage outsourced resources, and maintain strict formatting accuracy at scale.
Built for Security, Scale, and Performance
All VIQ solutions are delivered with enterprise-grade security, full client transparency, and scalable infrastructure, enabling courts, law enforcement agencies, and insurance companies to meet increasing documentation demands with fewer resources. Whether you’re a judge, officer, adjuster, or transcriber, we help you capture, structure, and trust every word.
VIQ streamlines your documentation workflow into trusted structured intelligence for your industry. Contact us to talk about how we turn high-stakes audio into high-confidence transcripts—at scale.
Contact us: sales@viqsolutions.com

