S21 AI Describe

Understand explicit imagery without prolonged exposure

When investigators are required to describe disturbing material, the burden is real — and it compounds.

S21 AI Describe helps investigators understand and document the content of images and video frames quickly and accurately, while significantly reducing repeated viewing of explicit material.

Built specifically for CSAM and safeguarding investigations — and usable across all digital media cases.

Monitor display showing S21 AI Describe generating accurate descriptions from imagery to support investigative understanding.

Why this capability matters

When material must be described, exposure increases

In CSAM and explicit media investigations, one of the most demanding tasks is not finding material — but repeatedly viewing, interpreting, and writing detailed descriptions of it.

That cognitive and emotional load is unavoidable in safeguarding work — but it does not need to be multiplied.

victim

Reduce repeated exposure

Minimise prolonged and repeated viewing of disturbing imagery while still producing detailed, structured descriptions.

backlog

Consistent, structured understanding

Move from subjective, manual descriptions to clear, repeatable outputs that support investigative and evidential needs.

wellbeing

Protect investigator wellbeing

Support more sustainable investigative practice without removing investigator control or judgement.

S21 AI Describe – One focused capability. One clear investigative outcome.

See how this works in practice.

Monitor display showing S21 AI Describe generating accurate descriptions from imagery to support investigative understanding.

Generate clear, consistent descriptions from imagery — without prolonged exposure.

How S21 AI Describe works

Investigators are often required to manually view and describe explicit imagery in detail for safeguarding, intelligence, and evidential purposes.

S21 AI Describe is a standalone, offline investigative tool that analyses images and video frames and produces clear, structured descriptions of visual content — including explicit material — without requiring repeated manual interpretation.

The tool:

  • Processes individual images or selected video frames

  • Produces consistent, context-rich descriptions

  • Highlights key visual details investigators may wish to explore further

Descriptions can be used to support:

  • Case notes and reports

  • Further investigative searches

  • Identification of patterns, locations, or behaviours

S21 AI Describe works alongside your existing forensic tools. Media can be exported from any system and analysed directly — with no changes to your current workflow.

Screenshot of S21 AI Describe in use, showing an image with an automatically generated, neutral description displayed for investigative review.
S21 CCTV offline and secure

Fully Offline & Secure

Sensitive imagery and investigative material never leaves your environment.

S21 CCTV frontline and pro mode

Designed for investigative reality

Built for CSAM, safeguarding, and serious crime investigations — not generic image captioning.

S21 CCTV no servers or expensive hardware

No specialist infastructure required

Runs on existing workstations without servers, cloud services, or complex deployment.

S21 VisionX – where these capabilities work at full investigative scale 


The offline investigative platform these tools were built inside.

AI Describe has been used daily inside S21 VisionX for over a year and is now available as a standalone tool due to investigator demand.

s21 Global Alliance Database logo

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