OUR TECHNOLOGY
At VRFY, security, accuracy, and operational reliability inform the design and development of our technology. The Company is developing an AI-enabled transcription and communications-intelligence platform intended for use in regulated and high-trust environments.
The platform is designed to support the processing of recorded audio and video communications, with development efforts focused on transcription accuracy, structured data handling, and secure review workflows. The system is being developed to accommodate industry-specific terminology and complex speech patterns, recognising that performance outcomes depend on continued validation and real-world use.
Development priorities include redaction functionality intended to support the handling of sensitive information, including both automated and user-directed controls. The platform is designed to support coordinated redaction across transcripts and associated audio files, with the objective of maintaining auditability and evidentiary integrity.
The Company is also developing tools intended to support transcript review and editing, including speaker differentiation and structured formatting, for use in environments where clarity and traceability are important.
Security controls form a core part of the platform’s design, including role-based access management and audit tracking intended to support oversight and disclosure requirements. Deployment and operational use of these features remain subject to organisational approval, regulatory interpretation, and successful integration into existing systems.
VRFY continues to invest in infrastructure, security controls, and governance processes intended to support compliance-oriented deployments. Certification status, operational outcomes, and realised efficiencies depend on validation, audit processes, and customer-specific implementation requirements.
The Company’s objective is to develop technology capable of supporting secure, auditable transcription and review workflows in regulated environments, acknowledging that adoption, certification, and performance outcomes are subject to ongoing development, regulatory alignment, and customer deployment decisions.
VRBTM: THE ENGINE BEHIND VRFY
At the core of VRFY’s technology development is VRBTM, a proprietary platform under development intended to support secure transcription and communications-intelligence workflows in regulated and high-trust environments. VRBTM is being designed to combine AI-enabled transcription with security controls, auditability, and structured data handling. Development priorities include transcription processing, redaction functionality, access controls, and audit trails intended for environments where regulatory oversight and evidentiary integrity are important. The platform is intended to support configurable workflows, system integrations, and multilingual processing, recognising that deployment requirements and use cases vary across sectors such as public safety, legal, financial, and corporate compliance. Operational use, performance outcomes, and regulatory alignment remain subject to validation, customer implementation, and jurisdiction-specific requirements. VRFY’s objective is to develop VRBTM as a scalable platform capable of supporting secure handling and review of recorded communications in regulated settings, acknowledging that realised efficiencies and adoption depend on ongoing development, regulatory interpretation, and successful integration into existing systems.
RDaCTD®:
AUDIO REDACTION, REENGINEERED
RDaCTD® is a proprietary redaction capability under development by VRFY, intended to support the handling of sensitive recorded communications in regulated and high-trust environments. The technology is being designed to support coordinated redaction across transcript text and associated audio files, with development focused on synchronisation, auditability, and non-destructive processing. The objective is to enable controlled removal of sensitive information while preserving traceability and evidentiary review requirements. Development priorities include transcript-led redaction workflows, user-directed controls, role-based access management, and audit logging. The capability is intended to support use cases such as disclosure preparation, investigative review, and compliance-driven redaction processes, recognising that deployment requirements vary by jurisdiction and organisation. RDaCTD® is being developed as part of the VRFY platform ecosystem. Operational use, performance outcomes, and regulatory acceptance remain subject to validation, customer implementation, and applicable legal and procedural requirements. Patent pending (UK Application No. GB2504575.8).
CUSTOMIZABLE AI POWERED SUMMARIZATION
VRBTM includes summarisation capabilities under development intended to support the review of transcribed communications in regulated and high-trust environments.
The functionality is being designed to apply AI-assisted analysis to verbatim transcripts, with development focused on generating structured summaries aligned to different review and reporting requirements. Configuration options are intended to support varying levels of detail, recognising that summary formats and use cases differ across sectors.
Use of AI-assisted summarisation is intended to support workflow efficiency while preserving traceability to the underlying transcript. Deployment, configuration, and operational use remain subject to validation, regulatory considerations, and customer-specific implementation requirements.
TEXT-TO-AUDIO SYNCHRONIZATION
VRBTM includes text-to-audio redaction synchronisation functionality under development intended to support transcript review and editing workflows.
The capability is being designed to align transcript text with corresponding audio playback, allowing users to navigate recorded material and review specific segments in a controlled and auditable manner. Development priorities focus on improving usability, traceability, and accuracy of transcript review processes.
The functionality is intended for use in environments where precise review of recorded communications is important, recognising that operational use and efficiency outcomes depend on validation, customer configuration, and integration into existing workflows.
Key Functions & Capabilities
AI POWERED REDACTION
VRBTM includes redaction functionality under development intended to support the handling of sensitive information within transcribed communications.
The capability is being designed to apply AI-assisted detection to identify categories of sensitive content, alongside user-directed controls that allow manual review and refinement. Development priorities include supporting redaction across transcript text and associated audio files in a coordinated manner, with a focus on auditability and traceability.
The platform is intended to support configurable redaction categories and review codes to align with differing legal, compliance, and operational requirements across regulated sectors. Deployment and operational use of these capabilities remain subject to validation, regulatory interpretation, and organisation-specific implementation requirements.
VRFY’s objective is to develop redaction functionality that supports secure and auditable documentation workflows in high-trust environments, recognising that performance outcomes and regulatory acceptance depend on continued development and customer deployment decisions.
AI POWERED KEY INSIGHTS
VRBTM includes AI-assisted analysis capabilities under development intended to support the identification and review of information within transcribed communications.
The functionality is being designed to analyse transcript content and contextual indicators to surface information relevant to different operational and compliance use cases. Development efforts focus on moving beyond basic keyword search by applying contextual analysis to support structured review workflows.
The capability is intended to support configurable analysis criteria aligned with sector-specific requirements, such as investigative review, legal and compliance assessment, or financial oversight. Configuration and use are intended to vary by organisation and deployment context.
Operational use, accuracy, and analytical outcomes remain subject to validation, regulatory considerations, and customer-specific implementation decisions.
VRBTM is being developed as a secure platform intended to support the management and review of recorded audio, video, and text-based communications in regulated and high-trust environments. The platform is designed to support controlled handling of records throughout their lifecycle, with development priorities including secure storage, access management, auditability, and system interoperability. VRBTM is intended to operate either as a self-contained environment for managing recorded material or as a processing layer that integrates with external record-keeping and case management systems. Development efforts include cloud-based deployment options, configurable storage workflows, and API connectivity intended to support integration with existing organisational infrastructure. Design considerations recognise that storage location, retention, and access requirements vary by jurisdiction, sector, and organisation. Security controls are being developed to support role-based access management, data segregation, and audit logging. Visibility and access to records are intended to be configurable based on authorisation levels, with deployment and use subject to organisational governance processes and regulatory requirements. VRFY’s objective is to develop VRBTM as a flexible platform capable of supporting secure and auditable record handling in regulated settings, acknowledging that operational use, certification status, and compliance alignment depend on validation, customer implementation, and applicable legal frameworks.