AI-powered local transcription and analysis for archives, research institutions, media and public institutions.
R2 Mechanics provides professional, fully offline processing on custom-built GPU systems —
Transcribe confidential or historical recordings with full speaker separation, chapter navigation, and structured HTML reports — all without relying on third-party cloud processing.
WhisperX-enhanced and offline-first by design.
Intelligence Offline – by Design.
Send a non-binding written project inquiry and explore how secure, auditable transcription workflows could support your institution.
Whether you’re handling oral-history recordings, court hearings, or confidential interviews,
R2 Mechanics processes your material completely offline and delivers structured, searchable reports
with speaker labels, chapter titles, and precise timestamps.
Thanks to GPU acceleration and energy-independent infrastructure, even long or complex recordings can often be analyzed within hours, depending on scope and review requirements.
100 % Offline & Air-Gapped
Transparent, auditable AI processing
Modular GPU infrastructure
Project-specific output structures for archival integration
Transcripts as HTML, Markdown or DOCX
Optional JSON & WARC metadata for archival integration
Designed for archival standards
R2 Mechanics is built for institutions that require confidentiality, accuracy, and transparency in handling audio archives and research data:
Archives & Museums: Digitally preserving and structuring sensitive sound collections.
Universities & Research: Analyzing oral history and academic interviews.
Justice & Government: Secure offline processing designed to support GDPR-compliant workflows for legal and official audio records.
Media & Production: Structuring interviews, podcasts, and documentary recordings with navigable reports.
Project inquiries begin with a written assessment of requirements, formats, confidentiality needs, and preferred output structure.
Processing then takes place entirely on our in-house, energy-independent infrastructure —
from raw audio to the final interactive HTML report.
R2 Mechanics stands for technical precision, data sovereignty, and sustainable AI architecture.
We build systems to preserve knowledge — not to sell it.
Explore in-depth articles, guides, and manifestos by R2 Mechanics — covering offline-first transcription, sustainable AI infrastructure, and responsible technology for archives, museums, and research institutions.