Making Every Word Count: How VIQ Powers Trusted Documentation in Regulated Sectors

VIQ Solutions

Making Every Word Count: How VIQ Powers Trusted Documentation in Regulated Sectors

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

ClaimsJournal-An AI Approach to Streamline the Claims Process

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


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