Decision layer · Built on itsreal.media signals

Risk Score API

Turn authenticity signals into one operational number. Automated allow / review / block decisions at scale.

Send a claim text and photos or videos — get back a single 0–100 risk score. The Risk Score API runs Frame:Detect, Content Credentials verification, and claim-image consistency analysis automatically, so your rules engine can act immediately.

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0–100 Normalized risk scale
< 200ms p95 response time
3 Upstream signal sources
Risk Score API · Live result Live
0
LOW 0–20 REVIEW 21–60 HIGH 61–100
Frame:Origin 0.94
Frame:Edit manipulation detected
Content Credentials missing
risk_band: high action: escalate
How it works

What the score is (and what it is not)

The Risk Score API is…

Send only the claim text and photos or videos — nothing else required
Runs Frame:Detect, Content Credentials, and claim-image consistency analysis automatically
One consistent 0–100 number per submission
Configurable thresholds — you define what LOW, MEDIUM, and HIGH mean for your business
Fully auditable — every score includes the rationale and contributing factors
Layer 01 · Authenticity
Frame:Origin likelihood
Frame:Edit likelihood
Content Credentials status
Layer 02 · Client input
Photos or videos
Claim text
Output · Fused score
Normalized 0–100
Risk band
Rationale
Recommended action
Input to output

A real API interaction.

Request · cURL 
curl -X POST https://api.itsreal.media/v1/risk-score \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "claim_text": "Water damage in kitchen, pipe burst under sink...",
    "images": [
      "https://upload.example.com/img_8f3kx92.jpg",
      "https://upload.example.com/img_8f3kx93.jpg"
    ]
  }'
Response · JSON 
{
  "id": "rsk_01hx9k2m7q",
  "score": 72,
  "risk_band": "high",
  "action": "escalate",
  "rationale": {
    "contributing_factors": [
      "ai_generated_image_detected",
      "content_credentials_absent",
      "claim_text_image_inconsistency"
    ]
  },
  "signals_used": [
    "frame_origin",
    "frame_edit",
    "content_credentials",
    "claim_text_analysis"
  ],
  "processed_at": "2025-11-04T14:22:31Z"
}
Claim text + images Input
→
Forensic analysis Frame:Detect
→
Risk score 72
→
Band HIGH
Thresholds

Your thresholds. Your rules.

Every business defines risk differently. Configure the score bands and actions that match your operational playbook.

LOW
0 – 20
Auto-approve
Insurance: fast-track claim
E-commerce: instant listing approval
MEDIUM
21 – 60
Manual review
Insurance: request supporting docs
E-commerce: seller verification
HIGH
61 – 100
Block / escalate
Insurance: SIU referral
E-commerce: suspension review
Context-aware

Just send the claim and the images.

No complex integrations. Send the claim text and photos or videos. we handle all forensic analysis and return a single risk score.

Base layer — Authenticity

Frame:Origin AI-generation likelihood, Frame:Edit manipulation likelihood, and Content Credentials verification status. These signals form the raw authenticity score.

Client input — What you send

You only need to send the claim text and the associated photos or videos. We handle all forensic analysis, signal extraction, and scoring automatically.

images / videos
The photos or video files submitted with the claim. All major formats supported: JPEG, PNG, WebP, MP4.
claim_text
The text description of the claim. Used for cross-referencing consistency between the written narrative and the visual evidence.

Who uses Risk Score API

One API, many operational contexts.

Insurance / claims
Fraud detection at FNOL
E-commerce / marketplaces
Listing verification
Trust and safety
Content moderation
Compliance teams
Regulatory audit trail

Check your dataset for integrity.

Send us a sample of your claims data. images, videos, and claim text, and we will return scored results with a full integrity report and threshold recommendation.

Request access View API docs →