CREDENCE
Reputation Server™
Programmable Trust Infrastructure
Reputation Economy Foundry™  ·  VAN · Credentials · Attestations · API
For professionals, creators, businesses, organizations, PR,
media, radio, and the emerging AI economy.

Evidence-Backed Verification™ evaluates the available evidence presented through approved verification pathways. It does not constitute a legal finding, judicial determination, or guarantee of historical completeness. The absence of confirmation through one pathway does not necessarily invalidate a submitted Professional Claim. Additional evidence may support or clarify the claim through alternative pathways.

Institute of Higher Global Studies™  |  IHGS™
AI Training Suite™ Embed
Executive AI Leadership · PR & Visibility for the AI Age · AI-Assisted Search & Retrieval · Enterprise AI Readiness
Explore AI Training →

Credence Reputation Server™ is not affiliated with similarly named AI app-authorship or software-validation services. Credence Reputation Server™ provides evidence infrastructure for individuals, professionals, creators, businesses, and organizations.

Creator Economy for exclusive content to share, store, sell, or otherwise.
Exclusive content storage — protect your IP, with Reverse Attribution™ when others claim their work is yours or your work is theirs — while they could get paid for your reputation and creations.

WHAT BRINGS YOU TO CREDENCE REPUTATION SERVER'S EVIDENCE REGISTRY™ BY CREDENCE REPUTATION SERVER™?

✓ VERIFIEDOlivia Roach— AI Ethics & Professional Infrastructure✓ VERIFIEDBuzzfeedr— PR for Reputation Building and Preservation✓ VERIFIEDConciergeatProvidence.com— Luxury Concierge and Hospitality✓ VERIFIEDMedSurgGo.com— Medical Staffing and Healthcare✓ VERIFIEDOlivia Roach— AI Ethics & Professional Infrastructure✓ VERIFIEDBuzzfeedr— PR for Reputation Building and Preservation✓ VERIFIEDConciergeatProvidence.com— Luxury Concierge and Hospitality✓ VERIFIEDMedSurgGo.com— Medical Staffing and Healthcare✓ VERIFIEDOlivia Roach— AI Ethics & Professional Infrastructure✓ VERIFIEDBuzzfeedr— PR for Reputation Building and Preservation✓ VERIFIEDConciergeatProvidence.com— Luxury Concierge and Hospitality✓ VERIFIEDMedSurgGo.com— Medical Staffing and Healthcare
Visual Integrity Intelligence for the AI Age™

CVI™ — Credence Visual Integrity™
A Signal, Not a Verdict™

CVI™ is the Credence Reputation Server™ capability that provides visual integrity intelligence for images in the AI age. It analyzes images for signals associated with AI generation, manipulation, or synthetic content and returns a CVI Score™ that reflects those signals — an evidence-supporting signal, not a verdict.

Try It Now

Run a CVI™ Analysis

Upload an image to receive a CVI Score™, integrity band, and signal summary. You must be signed in to submit an image for analysis.

CVI™ Analyzer
Submit an Image for Visual Integrity Analysis
Link to an Evidence Record (required)

CVI™ only analyzes images tied to an existing evidence record with a claim — not standalone uploads or resumes.

Loading your evidence records…
Click to select an image
JPG, PNG, or WEBP — max 10MB
CVI™ is a supporting signal for human review, not a definitive verdict. The analyzer returns only an approved integrity score, band, and summary — no proprietary methodology is stored or disclosed.
Looking to rewrite a résumé? CVI™ is not for résumé uploads. Résumé rewriting and SEO optimization is a separate service at GetFitResume.fyi.
The Problem

AI-generated images are everywhere.
Reviewers need signals — not false certainty.

Synthetic and manipulated imagery is evolving faster than any single tool can keep up with. Professionals, creators, and reviewers need a structured way to surface visual-integrity signals — without the false promise of certainty. CVI™ provides that signal layer to support human judgment.

CVI™ does not claim definitive deepfake detection and does not guarantee authenticity. A CVI Score™ is one input that supports human review; final determinations remain a human responsibility.

Who It’s For

For anyone reviewing images tied to a claim.

ProfessionalsCreatorsBusinessesJournalists & mediaReviewersInvestigatorsPublic figures
Use Cases

Visual Integrity in Practice

Review a submitted photo

Surface AI-generation and manipulation signals on a photograph submitted with a professional or media claim.

Support a media-verification workflow

Add a visual-integrity layer to a newsroom or reviewer workflow alongside human editorial judgment.

Document original creator work

Attach a visual-integrity signal to a creator evidence record for original photographs and images.

Investigate suspicious imagery

Use CVI™ signals as a starting point for deeper review of images that may be synthetic or manipulated.

CVI™ \u2014 Frequently Asked Questions

Questions About Visual Integrity & the CVI Score™

What is CVI™ — Credence Visual Integrity™?

CVI™ — Credence Visual Integrity™ is a Credence Reputation Server™ capability that provides visual integrity intelligence for images in the AI age. It analyzes images for signals associated with AI generation, manipulation, or synthetic content and returns a CVI Score™ that reflects those signals. CVI™ is an evidence-supporting signal, not a verdict.

What is a CVI Score™?

A CVI Score™ is an assessment output that summarizes the visual-integrity signals CVI™ observed in an image. A higher score reflects stronger integrity signals; a lower score reflects signals commonly associated with AI-generated or manipulated imagery. The score is informational and supports human review — it is not proof that an image is real or fake.

Can CVI™ definitively detect deepfakes?

No. CVI™ does not claim definitive deepfake detection. AI-generated and manipulated imagery is evolving rapidly, and no tool can guarantee detection in every case. CVI™ provides authenticity signals to support human judgment; it does not replace it.

What kinds of images does CVI™ analyze?

CVI™ can analyze photographs and images submitted for visual-integrity review — for example, images tied to a professional, creator, or business evidence record. It looks for signals associated with AI generation, synthetic imagery, and manipulation.

Is a high CVI Score™ a guarantee of authenticity?

No. A high CVI Score™ reflects stronger integrity signals at the time of analysis; it is not a guarantee that an image is authentic, original, or unaltered. CVI™ is a supporting signal, not a certification of authenticity.

How does CVI™ help with AI-generated images?

CVI™ surfaces visual-integrity signals that can help a reviewer understand whether an image shows patterns commonly associated with AI generation or manipulation. This supports more informed decisions about whether to trust, publish, or investigate an image — alongside, not in place of, human review.

Who is CVI™ for?

CVI™ is for professionals, creators, businesses, journalists, and reviewers who need visual-integrity signals for images connected to evidence claims — for example, media outlets reviewing a submitted photo, or a creator documenting original work.

Does CVI™ prove an image is real?

No. CVI™ does not prove an image is real. It provides visual-integrity signals that support human review. A CVI Score™ is one input among many; final determinations about authenticity remain a human responsibility.

Inside Credence Reputation Server™

Related Credence Reputation Server™ Products

Add a Visual-Integrity Signal to Your Evidence.

CVI™ is part of Credence Reputation Server™ \u2014 a supporting signal for human review, not a verdict.

Start an Evidence Record

We use cookies to operate this site and improve your experience. Choose your level of consent below. You can change your choice or opt out at any time via our Privacy & Opt-Out page.