Offline-First Transcription
for Archives, Research and Sensitive Audio

Our Approach

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
are analyzed efficiently — within hours, not days.

What Makes Us Different

Core Principles:

  100 % Offline & Air-Gapped

  Transparent, auditable AI processing

   Modular GPU infrastructure

   Designed for archival standards

Deliverables:

   Transcripts as HTML, Markdown or DOCX

   Optional JSON & WARC metadata for archival integration

   Designed for archival standards

Who We Work For

We serve 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, GDPR-compliant processing of legal and official audio records.

   Media & Production: Structuring interviews, podcasts, and documentary recordings with navigable reports.

Invitation to Collaborate

Every project starts with a confidential consultation — we define your requirements, formats, 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.