Our Technology

Built to See What Humans Can't

A purpose-built intelligence stack — image AI, language models, seller-network graphs, and high-throughput crawling — engineered for one job: stopping brand abuse at internet scale.

Stack Overview

Four layers. Continuous loop.

01 / Vision

AI Image Recognition

Convolutional and transformer-based models trained on millions of authentic and counterfeit samples — comparing logos, silhouettes, packaging and trade-dress at sub-second latency.

02 / Language

OCR & NLP

Multi-script OCR covering Latin, Cyrillic, Arabic, Han, Hangul, Devanagari and Thai. Layered NLP classifiers detect infringing language even when brand names are obfuscated.

03 / Graph

Network Intelligence

Counterfeiters operate in clusters. We graph sellers, fulfillment routes, payment processors, hosting infrastructure and shared identifiers to expose the operators behind every storefront.

04 / Scale

Real-Time Crawling

Distributed crawling infrastructure with rotating residential, datacenter and mobile egress. 1,000+ marketplaces, full-platform coverage of major social networks, and 24/7 ingestion.

Pipeline

From Signal to Enforcement

How a single counterfeit listing moves from anonymous data point to a closed case.

PHASE 01

Ingest

Crawlers, partner APIs and brand-side feeds push billions of candidate items into our pipeline daily.

PHASE 02

Score

Image and language models score each candidate against brand profiles to produce a confidence and severity rating.

PHASE 03

Review

High-priority candidates are reviewed by trained analysts in 9 languages before any enforcement action.

PHASE 04

Act

Submissions through marketplace portals, registrar abuse, hosting providers, blocklists, and search delisting.

Integrations

Bring Your Existing Stack

We work alongside your IP counsel, e-commerce ops, security team, and existing platform programs.

Marketplace Programs

Amazon Brand Registry, Walmart Brand Portal, eBay VeRO, TikTok Shop IPP, Etsy Reporting Portal.

Social IP Channels

Meta Rights Manager, TikTok IPPR, X DMCA, YouTube Content ID handoff, Pinterest IP portal.

Domain & DNS

WIPO & CAC UDRP filings, registrar abuse channels, browser blocklists (Safe Browsing, SmartScreen).

Analytics

Real-time dashboard, REST API for case data, CSV/Parquet exports, BI tool connectors.

Customer Reports

Custom intake forms, plugin for in-product reporting, branded support-channel routing.

Legal Handoff

Litigation-ready evidence packages with full chain of custody for outside counsel.

Trust & Security

Enterprise-Grade Operations

Data Protection

GDPR, UK GDPR and CCPA compliant data handling. Minimization by default. Optional EU-only data residency.

Access Control

Role-based access, SSO via SAML/OIDC, mandatory MFA for all operator accounts, fully audited admin actions.

Reliability

99.9% platform uptime SLA, multi-region failover, daily encrypted backups, third-party penetration testing.

Want a deeper technical briefing?

We can walk your security and IP teams through the stack under NDA.