●Hiring · Staffing & freelance
Make sure the candidate is who they say they are.
Detect face swaps on video interviews, generated profile photos and altered documents before an offer goes out.
●Platform
Detect it. Explain it. Act on it.
Every scan returns the same three things: a result, the signals that produced it, and a decision you can route on.
01
Detect
Every file is scanned by independent models for images, video and faces, in the web tool, the extension or by API.
3 / 4 signals corroborateCalibrated likelihood
02
Explain
See which signals fired and how strongly. No single model decides; every result comes with its reasons.
Rule: likelihood ≥ 0.85 → Verify<3s
03
Route
Branch your workflow on the result. Clean items pass, flags go to review with a full audit trail.
●The problem
Remote hiring has a new fraud problem.
Candidates can swap faces on live video, submit generated headshots and present altered credentials. Interviewers cannot reliably see it.
●What we catch
What gets flagged.
Flagged at the point of submission, before it reaches a reviewer.
01
Face swaps on video
Replacement and reenactment in recorded interviews.
02
Generated profile photos
Fake headshots on staffing and freelance platforms.
03
Photo swaps on IDs
Identity documents with a different face.
04
Edited credentials
Altered degrees, certificates and references.
05
Cloned voices
Synthetic voices on phone screens. Coming soon.
06
Recycled photos
The same photo reused across profiles.
The pipeline
A detector for each kind of media.
Image, video and voice each have their own detector. Their findings come back as one clear answer you can act on.
Image
Diffusion, GAN and face-swap images from Midjourney, DALL·E, Stable Diffusion, Flux and Firefly.
LiveVideo
Face swaps across 32 frames and fully generated video from Runway, Kling, Veo and Pika.
LiveVoice
Cloned and synthesised speech in calls, notes and recordings.
LiveWhat you get
Each file is marked Proceed, Verify or Review, with the likelihood, signals and audit ID behind it.
One answer●Where it fits
Every step of remote hiring.
Screen profile photos at sourcing.
Check recorded video for swaps.
Verify ID documents and selfies.
Screen new profiles at signup.
Verify candidates before placement.
●How it works
Three steps. One result.
Submit media
Recording, profile photo or ID by upload, extension or API.
Analysis
Face, temporal, document and metadata checks.
Decision
Proceed, verify or review with the signals shown.
●Integration
Three ways in.
Start with the web app.
Scan in the web app or Chrome extension today. The REST API and MCP server for your AI agents are coming soon. Same detectors, same result, same audit trail.
Web app
AvailableUpload in the web app. Images, video and voice, up to 50 MB. Full results in seconds.
Chrome extension
AvailableScan any image or video from inside the tools your team already uses. No download, no upload.
API
SoonSingle scans, batch jobs and webhooks. Structured JSON with result, likelihood, signals and audit ID.
curl -X POST https://witness.vision/api/v1/detect \ -H "Authorization: Bearer $WITNESS_KEY" \ -H "Content-Type: application/json" \ -d '{"media_url": "https://…/interview_recording_0412.mp4"}' → 200 OK · 412ms result: ai_generated · 0.90
●Why Witness
Built to be checked.
We say what the system does, what it returns and where its limits are.
Detection built per signal
Specialized models per signal, so you get more coverage and fewer false positives than one classifier.
Reasons, not just a score
Every result shows the signals behind it and where in the file they fired.
Analysed, then gone
Media is never stored, shared or used for training.
Provenance, when it exists
Reads Content Credentials from capture device to current file.
●Pricing
Priced around your volume.
No minimums and no long-term contracts. Tell us your volume and we will quote within one business day.
Free
$0
- 20 image scans a month
- 2 min video/voice total
- Full heatmaps
- Generator attribution
- EXIF/C2PA/SynthID
- Web and Chrome extension
●Pro
$15 / month
- 1,000 image scans a month
- 10 min video/voice total
- Everything in Free
- Faces and face-swap specialist
- API and MCP access (500 calls/mo)
- PDF and CSV export
- Cloud scan history
- Email support
Enterprise
Custom
- Volume pricing
- Everything in Pro
- SSO and audit logs
- Dedicated support
- Custom SLA
- On-premise option
●Explore
One engine. Every surface.
The same detection, result and audit trail across every team that handles media.
Detection
AI image detector
Find out if an image was made by AI.
Explore →Detection
Face swap detection
Find out if the face in a photo or video has been replaced, reenacted or lip-synced.
Explore →Detection
C2PA checker
Read the Content Credentials inside an image or video: who signed it, what captured it, and every edit since.
Explore →Detection
AI video detector
Find out if a video was generated by AI or contains a face swap.
Explore →Product
Chrome extension
Scan media on any site, social feeds, news, claims portals, case files, and get a result in the side panel..
Explore →Can it check a live interview?
Live call monitoring is available on Pro+ and API plans. Recordings can be checked on any plan.
Does it store candidate data?
No. Media is analysed and discarded.
Will it flag people using filters?
Light beauty filters are not flagged as manipulation.