Skip to content
DekkoDEMS

Dekko Edge AI

Process sensitive evidence with AI,inside your secure environment.

Transcribe, translate, redact and detect critical sounds on authorized devices. Source files never leave your environment, and your data is never used to train an external model.

Built into DekkoDEMS for law enforcement agencies, prosecutors, digital evidence teams and investigative task forces. See how U.S. agencies use DekkoDEMS

Request a demonstration
Dekko Edge AI · on your device

bodycam-0417.mp4

60%

Transcribing…

TranscribeEdge AI
Redact footageEdge AI

Transcribed on your device. Only encrypted data is ever stored.

Bring the AI to the evidence.

Most AI services process content on infrastructure the provider runs, which brings in another party with its own rules on access, retention, jurisdiction and model training. Dekko Edge AI keeps that step on your own device.

Conventional cloud AI

Files are uploaded and processed outside your environment.

Your device

Decrypted here

Centralized AI service

Provider-controlled

Control depends on the provider's architecture, policies, contract terms and security.

Dekko Edge AI

The model runs locally, right next to the evidence.

Your device

DataKeysProcessing

Dekko AI model, 2.5 GB

Processing stays on devices your agency authorizes.

Three steps, allunder your control.

  1. Install the model

    A one-time 2.5 GB download installs Dekko Edge AI on an authorized device. Remove it at any time.

  2. Process on the device

    Pick a file and run transcription, translation, redaction or sound detection. The work happens on the device itself.

  3. Keep results with the case

    Transcripts, translations, detections and redacted copies stay attached to the source evidence, under the case's encryption and permissions.

What Edge AI can do.

Four tools for video, audio and image evidence, each with its own feature guide.

DekkoDEMS transcript view: an on-device transcript of body-worn camera footage with speakers and playback

Transcription

Turn video and audio into searchable text, with each line linked to its moment in the recording.

  • English transcription
  • Speaker detection and reassignment
  • Search with timeline navigation
  • Editing and export
Transcription guide
DekkoDEMS translation dialog choosing a spoken language to translate into English

Translation

Translate speech in 24 languages into English and review both versions line by line.

  • 24 spoken languages
  • Original kept beside the translation
  • Translation editing
  • Translated transcript export
Translation guide
DekkoDEMS redaction tool with black boxes placed over sensitive details in a video frame

Redaction

Prepare footage for controlled disclosure by obscuring faces and muting sensitive audio.

  • Automated face detection and tracking
  • Manual and frame-by-frame redaction
  • Audio muting
  • Exported as a separate redacted copy
Redaction guide

interview_room_2.wav

Example

Shout

00:01:12

Glass break

00:03:04

Gunshot

00:05:41

Alarm

00:07:19

00:00:0000:08:30

Sound detection

Edge AI picks out defined sound events such as gunshots, shouts, breaking glass and alarms, and timestamps each one on the recording's timeline. Investigators jump straight to the moment and review it in context.

Every AI action goesin the audit trail.

DekkoDEMS audit log for a media file listing dated, timestamped events

Each transcript you create, view, edit or export, and each speaker you rename, is logged against the source file with the date, time, user and action. View or export the trail for oversight, disclosure and chain of custody.

AI outputs are always reviewable, and the original is never altered.

For workloads too big for a device.

Some AI work needs more computing power than a laptop has. Confidential AI runs it inside a hardware-isolated, encrypted environment designed to keep out the infrastructure provider and DekkoSecure staff.

Today it answers plain-English questions about your case records, finding cases, files and activity in one case or across many.

Content-level queries, such as searching images and video for objects, are expected next.

DekkoDEMS Confidential AI Chat answering a plain-English query across cases

The workload changes. The security principle doesn't.

Every DekkoSecure AI capability is built around one requirement: your data is never disclosed to a third-party AI provider. Edge AI handles what a device can; Confidential AI handles the rest.

Available today

  • On-device transcription
  • On-device translation across 24 languages
  • On-device redaction with face detection
  • On-device sound detection with timestamps
  • Confidential case and file queries

What's next

  • Object detection for vehicles, weapons and license plates
  • Summaries of long recordings and case files
  • Trend analysis across cases and time periods

See Edge AI work on your own hardware.

Watch it transcribe, translate, redact and detect critical sounds on a device in your own agency.

Request a demonstration