Built for D2C & Marketplace Sellers

Every return,
video‑verified.
Every refund, proven.

ReturnProof AI compares your dispatch video against the buyer's return video — flags empty boxes, swapped products and fake returns before you approve a single refund.

0–100Fraud Score / Order
5 AIVerification Engines
₹999Starting / Month
RETURN VERIFICATION AWB #SR48291042
dispatch_vs_return.mp4 — comparing frames…
Product Match (YOLOv11)MATCH
Barcode / Serial (PaddleOCR)MATCH
Damage DetectionCLEAN
Video AuthenticityORIGINAL
FRAUD SCORE
Low risk — auto-approve eligible
07
The Problem

Five ways a return quietly eats your margin.

Sellers approve refunds on trust alone — and fraud hides in exactly the gap between what was shipped and what comes back.

01 / WRONG ITEM

Buyer returns a different product than what was dispatched.

02 / EMPTY BOX

Box arrives back with packaging only — no product inside.

03 / USED PRODUCT

Product is worn, used or opened before being returned.

04 / FAKE PRODUCT

A duplicate or counterfeit swapped in for the original.

05 / MISSING PARTS

Accessories, chargers or manuals missing from the return.

The Solution

One video in. One video out. AI decides.

Both sides of the order are recorded and verified — turning a "he said, she said" dispute into a fraud score.

IN

Dispatch Video

Seller records the product before it leaves the warehouse.

LINK

Link + Barcode

Every recording auto-generates a unique link & barcode for tracking.

RETURN

Return Video

Buyer records the same product before it's picked up.

AI

AI Verification

Both videos are compared frame-by-frame for match, damage & authenticity.

SCORE

Fraud Score

A 0–100 score is generated for every return.

OUT

Refund Decision

Auto-approve, auto-reject, or flag for manual review.

Platform Modules

Four portals. One verified record.

Sellers, buyers, pickup agents and admins each get exactly the tools their role needs — nothing more.

Dashboard

Total orders, returns, fraud returns & approved refunds at a glance.

Dispatch Recording

Scan AWB → record video → upload → AI verifies automatically.

Auto Link + Barcode

Every recording generates a unique verification link & barcode — used to fetch and match the video at any stage.

Return Verification

Return video is matched against dispatch footage with a result instantly.

Dispute Center

Raise a dispute on any low-score return with full video evidence attached.

Return Request

Pick a reason, see what proof is needed before starting.

AI-Guided Video

On-screen prompts guide the buyer to record every angle the AI needs.

Verification Link & Barcode

The return recording gets its own link & barcode, shared with the pickup agent for instant matching.

QR Pickup

A QR is generated and a pickup is scheduled automatically.

Refund Tracking

Live status from pickup to verification to money back in account.

QR Scanner

Confirms the right parcel at the doorstep, every time.

GPS Tracking

Pickup location is logged against the order for full traceability.

Photo Capture

Quick visual proof of the parcel condition at pickup.

Video Capture

Final on-ground recording before the parcel re-enters the chain.

Operations Dashboard

Sellers, orders, videos, fraud cases & revenue in one view.

Seller Management

Onboard, suspend or upgrade sellers and their subscriptions.

Refund Queue

Pending, approved and rejected refunds, sorted by fraud score.

AI Reports

Fraud rate, return rate, seller performance & buyer fraud score.

The AI Engine

Five models, working on every order.

Each verification step is handled by a purpose-built model — not one generic classifier guessing at everything.

AI 01

Product Detection

YOLOv11
  • Identifies the product category
  • Jeans, shoes, watch, mobile & more
AI 02

Barcode Reader

PaddleOCR
  • Reads AWB, barcode & serial number
  • Confirms it's the exact same unit
AI 03

Damage Detection

YOLO + OpenCV
  • Flags torn or broken product
  • Detects damaged packaging
AI 04

Video Verification

OpenCV
  • Detects edited or re-recorded video
  • Flags screen recordings
AI 05

Fraud Scoring

XGBoost
  • Buyer & seller history
  • Outputs a single 0–100 fraud score

Want the full architecture?

Database schema, API design & tech stack — all documented.

Talk to us →
Pricing

Pay for verification, not seats.

Start small with pay-per-order, scale into a flat monthly plan as your return volume grows.

Starter

₹999/mo
1,000 orders / month
Seller dashboard
Dispatch + return recording
AI fraud score
Email support
Choose Starter

Enterprise

₹24,999/mo
Unlimited orders
Everything in Growth
Custom AI thresholds
Dedicated account manager
API access
Talk to Sales

Pay Per Use

₹5/order
No monthly commitment
Full AI verification
Best for testing volume
Upgrade anytime
No setup fee
Choose Pay-Per-Use
Get Started

Stop refunding on trust. Start refunding on proof.

Built for Flipkart, Amazon, Myntra, Meesho & Ajio sellers who are done guessing on returns.

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