AI-powered redaction for video, images, and audio

Find sensitive content in video, images, and audio, then redact it where your media already lives: desktop, server, or private cloud.

Redaction hero image with license plate and head redacted

Capabilities

What Redactor redacts

Automatically detect heads, people, license plates, vehicles, IDs, screens, and documents. Draw a custom zone when you need something else. Built for file-based workflows, not live streams.

Video redaction

Track sensitive detail across frames and export clean copies ready for review.

Image redaction

Use the same detection and style controls on stills, screenshots, and image sets.

Audio redaction

Redact speech in video files or standalone audio with transcription-assisted review.

Audio transcription

Search spoken content faster and export SRT transcripts when you need a handoff copy.

How redaction works

Use automatic detection when speed matters. Switch to manual tools when precision matters. Most teams still review before export or release.

Smart Redaction (automatic)

Detect supported objects, track them through the timeline, and apply redaction before final review.

  • Cover the objects teams redact most often
  • Track targets across frames automatically
  • Apply mosaic, pixelate, blur, fill, and other styles at export
  • Keep reviewers focused on exceptions, not repetitive busywork

Custom Redaction (manual)

Draw the exact region when policy, edge cases, or unusual targets need a human decision.

  • Draw a zone and track it forward through the clip
  • Use rectangle or ellipse shapes for most styles
  • Match the redaction style to your release policy
  • Fix misses and refine results before export

Redaction at Scale, Built for Developers

Built to scale with your workflow

Bulk redaction

Process high-volume queues with shared settings so teams are not redoing setup on every batch.

Secure uploads

Move media through controlled intake paths that fit the way your deployment actually runs.

Agent Toolkit

Get Docker Compose configs, OpenAPI specs, TypeScript types, and agent-ready documentation in one pack.

Redaction at Scale, Built for Developers

Enterprise API

Automate redaction jobs or embed the editor on selected Enterprise deployments. Not included on every plan.

Your environment. Your controls.

Process media where it already lives, review before release, and keep a clear record of what changed.

  • Desktop, server, or private cloud deployment options
  • Offline and air-gapped options available through support
  • Local processing so sensitive media stays in your infrastructure
  • Human review before export or public release
  • Activity logging for operational traceability
  • File hashing with SHA-256 as the default
  • Open-file visibility on server deployments

The Latest Updates and Improvements

What’s New in Redactor

Recent product changes, organized by release.

  • Smarter AI video redaction and detection, now including documents, IDs, screens, heads, faces, people, and more object classes
  • More video format support, including H.265/HEVC import with H.264 export for broad playback
  • Better manual editing and review tools: undo/redo, keyboard shortcuts, object grouping, and timeline views
  • Background and reverse redaction to protect an entire scene while keeping selected subjects visible
  • Improved exporting and rendering with export ranges, better color accuracy, and custom filenames
  • Stronger API automation: operation queuing, webhook retries, OpenAPI validation, and TypeScript types
  • Storage, cloud, and S3 reliability improvements for remote session storage and restoration
  • Audit, compliance, and metadata improvements, including media and export hash generation
Release notes

What’s new in Redactor

v7.3.2

September 4, 2026

New Features

  • SRT export for speech transcripts
    In addition to existing export formats (raw, JSON, and others), transcripts can now be exported as SubRip Subtitle (SRT). When an SRT file is placed alongside the exported video with the same base name (for example, out.mp4 and out.srt), compatible video players can overlay the detected speech as subtitles.

Updates

  • GPU support for speech detection
    Speech detection now uses the same GPUs available for vision processing, and can be up to 10× faster than CPU.
  • Improved speech detection
    Speech detection is more accurate, especially in difficult conditions such as very quiet or noisy audio.
  • Improved speaker detection
    Speaker separation has been fine-tuned with new sample material and is more reliable in typical dialogue scenes.
  • Create speakers in speech-only transcriptions
    When only speech was detected, you can now select text and create a speaker from the context menu. The selected text becomes the secondary speaker.
  • Object list follows video seeking
    When seeking to a new timestamp, the object list centers on that time and shows the closest matching objects. This reduces unnecessary seeking among objects in the current scene.

Bug Fixes

  • Speech UI: overly long text segments for continuous speech
    Timestamps are now forced at least every 20 seconds to improve readability.
  • Mosaic at highest intensity rendered as a solid color
    Highest-intensity mosaic is now coarse but still shows distinct fragments.
  • Failed renders with no output (zero-render cases)
    Renders could fail with no output when the destination was locked or did not exist. Workarounds are now in place to handle these cases.
  • Videos remained in use after returning to the list view
    Videos are now released immediately for reopening; the original close work continues in the background.
  • License problems reported as internal errors
    Expired or invalid licenses no longer surface as generic internal errors on actions such as export. Users now see a clear message describing the license issue.

v7.3.1

August 13, 2026

Bug Fixes

  • Empty Video List after License Exchange (Desktop)
    Desktop app now refreshes the video list after license reactivation, so videos remain visible without restarting.
  • Speaker Labeling
    Fixed speech detection speaker labels so numbering is contiguous and always starts with 'Speaker #1' based on first appearance.

v7.3.0

August 10, 2026

New Features

  • Speech Transcription Improved
    Introduced a new engine for which the detection and accuracy of speech have been vastly improved. Installers and Docker images have shrunken in size, the english language is onboard, other languages can be downloaded after installation.
  • Speaker Diarization (beta)
    Using speech detection one can also now attempt to detect who spoke. Speakers are identified, can be labeled, corrected and merged. This allows selection and redaction of certain persons. This is our first best effort release, fine tuning and adjusting it over the next releases will be ongoing.
  • New Speech UI
    • New editor-like overall look and feel.
    • Maximized view, alternative to the side bar one.
    • Enhanced text search and selection (words, regexes, speakers, inversion, ...)
    • Export in multiple text formats (raw, JSON, ...)
    • Speaker identifier management (reassignment, relabeling)
    • Display options (colors, transparency, word presentation, ...)
    • Live animation of currently played words.
  • Work Time Tracking
    Redactor can record how long editors actively spend on each session, with a start/stop clock and a live HH:MM:SS readout in the editor and a running total in the server video list. Administrators and supervisors can reset a video's recorded time. The actual time data is exported in the audit logs of a session.

Updates

  • Richer Audit Archive
    The "Acquire Audit Data" archive now includes an info.json manifest describing the archive's origin (host, network addresses, and user) and, for each session, a SHA-256 checksum of its audit log together with the video's metadata. The creation and inclusion of history.gz has been removed due to performance issues (needs to be revisited).
  • Smoother Editing of Long Transcripts
    The speech editor stays responsive on very long transcripts (an hour of audio and thousands of words), removing the lag that could appear when opening the panel or during playback.
  • Smoother Waveform Zoom
    Zooming the audio waveform with the mouse wheel or a pinch gesture now redraws smoothly instead of stuttering during rapid zooming.
  • Consistent Playback-Speed Picker
    The video playback-speed control now looks and behaves the same across browsers and the desktop app.
  • Live Track Recordings Recovered After Disconnect
    A manual Live Track recording is no longer lost if the connection to the server drops before you click Apply. In-progress recordings are now staged periodically and committed automatically if the connection is lost. (The desktop version was not affected.)
  • Session Preservation For Missing Video Files
    If video files are missing (most common case a different mount for the videos folder) sessions will no longer be removed but all of their data preserved. On the next start a rediscovery attempt will be made and if video files are back their associated sessions be restore.
  • Corrupted Data Healing Improved
    Measurements have been put in place to correct corrupted redaction (e.g. due to bugs or other circumstances).

Bug Fixes

  • License Availability Count
    A license with a fixed expiry date could incorrectly report zero available seats. Seat availability is now calculated correctly.
  • Empty Context Menu in Videos List
    In the video, when selecting multiple files, the not selected entries showed an empty context menu stub.
  • Admin Storage Shows Zero Bytes
    In some deployments the admin showed zero bytes storage usage, this has now been corrected.

For API setup, embedded editor workflows, and AI-assisted integration, download the Redactor Agent Toolkit, explore the Redactor Developer Documentation, or view the Release Notes.

Release notes

Recent product changes, organized by release.

  • Smarter AI video redaction and detection, now including documents, IDs, screens, heads, faces, people, and more object classes
  • More video format support, including H.265/HEVC import with H.264 export for broad playback
  • Better manual editing and review tools: undo/redo, keyboard shortcuts, object grouping, and timeline views
  • Background and reverse redaction to protect an entire scene while keeping selected subjects visible
  • Improved exporting and rendering with export ranges, better color accuracy, and custom filenames
  • Stronger API automation: operation queuing, webhook retries, OpenAPI validation, and TypeScript types
  • Storage, cloud, and S3 reliability improvements for remote session storage and restoration
  • Audit, compliance, and metadata improvements, including media and export hash generation
Guides and updates

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