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Pinch AI

Category: AI in Supply Chain / Logistics

A post-purchase risk operating system designed to help e-commerce retailers identify and mitigate return fraud, claims abuse, and policy exploitation. Pinch AI was founded in 2023. The company is led by Arthi Rajan Makhija. Based in San Francisco, USA. Team size: 11-50. Total funding raised: $5.0M. Latest round: Seed (Jan 2025). Key investors include ["Dynamo Ventures","Infinity Ventures"].

Founded
2023
Headquarters
San Francisco, USA
Team size
11-50
Total funding
$5.0M

Value proposition

Protects retailer profitability by distinguishing between legitimate customers and serial abusers in real-time, reducing the cost of returns without damaging the experience for loyal shoppers.

Products and solutions

["Post-Purchase Risk Operating System","No-Code Abuse Mitigation Platform","AI-Powered Return Fraud Detection Engine","Behavioral Risk Scoring Dashboard","Automated Claims & Refund Policy Enforcement"]

Unique value

While most fraud platforms focus on the 'point of sale' (payment fraud), Pinch AI focuses exclusively on the 'post-purchase' lifecycle, addressing a $100B+ blind spot in retail operations.

Target customer

Mid-to-large e-commerce retailers, Direct-to-Consumer (DTC) brands, and multi-vendor marketplaces struggling with high return rates and margin erosion.

Industries served

["E-commerce","Retail","Logistics & Supply Chain","Consumer Electronics","Apparel & Fashion"]

Technology advantage

Built by a founding team of PayPal and Google risk veterans, the platform utilizes proprietary AI models to analyze behavioral signals post-transaction. Its no-code interface allows non-technical retail teams to deploy complex risk mitigation rules instantly.

How they differentiate

Unlike traditional fraud platforms that focus on the point of transaction (checkout), Pinch AI focuses exclusively on the 'post-purchase' lifecycle. It uses proprietary AI to distinguish between legitimate customer behavior and serial return/claims abuse, offering a no-code interface for retail teams to enforce policies in real-time.

Main competitors

["Forter","Riskified","Signifyd"]

Key partnerships

["Dynamo Ventures (Lead Investor)","Infinity Ventures (Lead Investor)","Strategic retail pilot partners (undisclosed)"]

Notable customers

["Undisclosed mid-to-large e-commerce retailers and DTC brands"]

Major milestones

["Founded in 2023 by former PayPal and Google risk executives","Launched the industry's first dedicated post-purchase risk operating system","Secured $5M Seed funding led by Dynamo Ventures and Infinity Ventures in January 2025"]

Growth metrics

Currently in the early commercialization stage; scaling product deployments and expanding the engineering team following its 2025 Seed funding.

Market positioning

Early-stage specialist providing a 'post-purchase risk operating system' for mid-to-large e-commerce and DTC brands.

Geographic focus

North America

Patents and IP

No registered patents publicly disclosed as of January 2025; utilizes proprietary machine learning algorithms and data models.

About Arthi Rajan Makhija

Arthi Rajan Makhija is a veteran in the risk and fraud domain with over 20 years of experience. She previously served as Vice President of Risk at PayPal, where she led global fraud prevention and risk management systems. Prior to PayPal, she spent over 13 years at Google in senior leadership roles focused on risk and abuse mitigation. She also served as Chief Product Officer at NationsBenefits.

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