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About ImgFact

Built for the professionals who need to be right about image evidence.

ImgFact is an image evidence intelligence platform designed for legal teams, insurance investigators, real estate professionals, and financial institutions. We built it because professionals working with image evidence needed a serious first-pass forensic workflow — not a consumer AI toy.

Engine specificationsIFE-5.0 · 3 checks
<60s
Time to forensic verdict
3
Independent checks per image
30d
Longest a preview is kept
$0
To start — 5 free scans

Image fraud is accelerating faster than review workflows are adapting.

AI-generated images have reached a level of photorealism that makes visual inspection unreliable. Insurance investigators are reviewing claim photos that look completely genuine. ImgFact gives reviewers a structured, documented first check instead of a judgement by eye.

The gap
Visual review is no longer sufficient
Photorealistic AI images can fool experienced investigators. A systematic first-pass check is more consistent than a judgement by eye.
The scale
The volume is increasing
AI image generation tools are now accessible to anyone. The number of potentially synthetic images entering evidence workflows is rising every quarter.
The stakes
The consequences are real
Using synthetic or manipulated evidence can affect case outcomes, insurance decisions, and financial transactions worth millions.
The solution
ImgFact fills the gap
A structured first-pass workflow — analyze, inspect signals, document, and decide whether to proceed or escalate — gives review teams a defensible process.

High-risk image review should not rely on instinct alone.

Photorealistic synthetic and manipulated images are increasingly difficult to detect by eye. ImgFact gives review teams a structured first-pass workflow: analyze the image, inspect the supporting signals, document the result, and decide whether the matter should proceed, pause, or escalate for expert review. The goal is not to replace a forensic expert — it is to give every reviewer a defensible, documented starting point.

Built by a practitioner, not a lab.

ImgFact was created by Priyadarshi Gavali, a software developer and MS candidate in Computer Information Systems (Business Intelligence Systems) at Colorado State University. The platform was built after observing firsthand how AI-generated and manipulated images were entering professional workflows — insurance claims, legal proceedings, real estate transactions — without any structured verification process. ImgFact is the forensic workflow that should have existed already.

Three independent checks. One verdict, with its reasons.

ImgFact's forensic engine (IFE-5.0) runs three independent checks on every image. Each scan produces a verdict, a confidence score, and the reasons behind it: which checks found something and which did not. No single check can label an image AI-generated on its own.

Standard
File metadata and provenance
Reads the C2PA content credentials, IPTC and XMP markers that AI generators and editing tools write into a file, along with its camera EXIF data.
Proprietary
Calibrated pixel statistics
Combines noise, frequency-spectrum, texture and spectral-artifact measurements, including ImgFact's SpAN analysis, into one AI-likeness score calibrated on labelled real and AI images. On its own it can raise an image to suspicious, never to AI-generated.
★ ImgFact™ proprietary
Standard
Claude Vision review
Anthropic's Claude examines the image for concrete visual errors (hands, text, lighting, AI watermarks) and explains in plain English what it found.
Limits
What it can miss
The newest generators can produce images with no visible errors, and screenshots or messaging apps strip the metadata that would identify them. ImgFact is a first-pass screening, not a final determination.
Ready when you are

Start your first forensic verification.

Five free scans included. No credit card required. Built for professionals who need a credible, documented first-pass image review workflow.

New platform · 5 free scans · No credit card required