Getting an accurate transcript shouldn’t be a source of frustration. Yet for many organizations, the process is a constant struggle against high costs, slow turnarounds, and inconsistent quality. At VIQ, our technology transforms that struggle into a streamlined, automated workflow, creating structured records that are ready for analysis and immediate use.
This post walks through our documentation process, showing how we build upon a foundation of accurate transcription with layers of advanced technology.
Everything starts with converting speech to text. But instead of using a single, generic tool, our platform intelligently selects from the world’s leading speech recognition technologies to find the perfect match for each audio file. The core of our platform is powered by our patented Domain-Specific Language Models (DSLMs).
Unlike one-size-fits-all systems, a DSLM is trained on the unique vocabulary, accents, and audio patterns of a specific industry. This specialized training means the system can correctly identify complex, industry-specific terms, like correctly capitalizing ‘Social Security Administration’ or spelling a proper name like ‘Hakea Prison’ accurately on the first pass. It even learns stylistic preferences, ensuring consistent output for terms like ‘9-1-1’ instead of ‘911’. This engine-agnostic and specialized approach is the foundation of our transcription process.
The Value Layer: Creating Structure and Clarity
Transcribing the words spoken is just the beginning, and raw text is of limited use until it’s structured professionally. Our platform adds a crucial value layer by automatically refining the document:
- Speaker Identification and Diarization: Advanced algorithms identify “who spoke when,” accurately attributing dialogue even in challenging recordings with multiple speakers or background noise.
- Post-processing Refinement: The system improves readability by applying intelligent punctuation and capitalization. It also normalizes data into standard formats, like converting “september fifteenth twenty twenty five” to “September 15, 2025”.
- Advanced Formatting: For clients with complex layout needs, our technology can apply preset templates for features like line numbering, custom cover pages, and automated indexes.
The Analysis Layer: Unlocking Actionable Insights
Beyond creating a faithful record, our platform provides powerful, optional tools for analysis. With a single click, clients can activate our summarization feature on a finished transcript. This generates a concise summary, allowing users to quickly grasp the key points and outcomes of a recording without reading the entire document.
This feature is explicitly separate from our core transcription service. It is an optional tool that operates only on the final text, giving you complete control over your workflow and compliance needs.
The Human Touch: When Accuracy is Paramount
While our automated technology delivers exceptional accuracy, we recognize that certain situations—from courtroom proceedings to critical law enforcement interviews—demand the highest possible level of precision. For these cases, our platform provides the option to route any machine-generated transcript to a professional language specialist for review and editing, ensuring a verifiable and fully accurate record.
Security and Compliance: The Bedrock of Our Platform
For our clients in regulated industries, security isn’t just a feature—it’s a requirement. Our entire ecosystem is built on a foundation of robust data privacy and security, validated by third-party audits and certifications. These include:
- ISO 27001 Certified
- SOC 2 Type I and Type II Audited
- CJIS Compliant
Our DSLMs can be fully gated at the client level, meaning your data is used only to improve the models for your organization’s exclusive use, ensuring complete data segregation.