Powering Next-Generation Asset Discovery

The AI Engine Behind
Intelligent Discovery

Proprietary machine learning, computer vision, and distributed intelligence systems that analyse large volumes of structured and unstructured data to identify, match, and surface relevant assets in real time at scale.

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47M+

Listings Analyzed Daily

99.7%

Match Accuracy

<200ms

Response Latency

12+

Countries Covered

Models

Proprietary AI Systems

Six interconnected AI systems working in concert to deliver unmatched accuracy, speed, and intelligence in asset recovery.

NEXUS

Neural EXtraction & Understanding System

Our proprietary deep learning architecture processes unstructured data, extracting semantic meaning from visual and descriptive information using multi-modal transformers.

384-dimension embeddings

Sub-50ms inference

97.3% extraction accuracy

PRISM

Perceptual Recognition & Image Similarity Model

Advanced computer vision system using contrastive learning and attention mechanisms to identify visual similarities across varying conditions, angles, and image quality.

ResNet-152 backbone

Self-supervised training

99.1% visual match rate

ATLAS

Adaptive Threat & Listing Analysis System

Distributed scanning infrastructure that orchestrates thousands of concurrent discovery queries with intelligent rate limiting, proxy rotation, and anti-detection protocols.

47M daily scans

Global proxy mesh

99.99% uptime SLA

SPARK

Semantic Pattern & Ranking Kernel

Real-time matching engine using locality-sensitive hashing and approximate nearest neighbor search to identify potential matches from billions of indexed vectors.

<100ms P99 latency

Billion-scale index

Cosine similarity ranking

CORTEX

Continuous Optimization & Retraining Engine

Self-improving ML pipeline that incorporates user feedback and match outcomes to continuously fine-tune model weights and improve vision accuracy over time.

Online learning

A/B model testing

Automated retraining

SENTINEL

Secure Notification & Intelligence Layer

Intelligent alerting system with configurable confidence thresholds, notification routing, and comprehensive audit trails for compliance and analytics.

Multi-channel alerts

Confidence scoring

Full audit logging

Applications

Asset Discovery Across Industries

TraceLock AI enables organisations to discover, identify, and recover assets across a wide range of industries, supporting critical intelligence workflows where accuracy and speed matter most.

Enterprise Scale

Designed for organisations requiring AI-powered discovery intelligence, enabling asset data correlation with live intelligence sources at scale, secured by enterprise-grade architecture.

Enterprise-ready platform

Asset Recovery

Enable recovery workflows through automated asset discovery. Identify assets as they reappear across live data sources, supporting recovery efforts and reducing loss exposure.

Automated recovery workflows

Stolen Goods

Asset discovery and identification automation applied to stolen items, enabling confirmation and recovery through discovery intelligence.

International Discovery

ID

Asset discovery technology designed to identify and match assets using visual and descriptive data, enabling accurate identification and recovery workflows.

Real time reporting

Legal & Forensic Services

Provide law firms and forensic investigators with evidence-grade marketplace intelligence. Full audit trails, chain of custody documentation, and expert witness support.

Court-admissible evidence

Automotive Recovery

Track stolen vehicles and high-value parts across automotive marketplaces globally. VIN matching, parts identification, and dealer network monitoring.

15K+ vehicles recovered

Luxury Goods Authentication

Combat counterfeits and stolen luxury items for brands and authorized dealers. Serial number tracking, image authenticity verification, and seller reputation analysis.

99.2% counterfeit detection

E-Commerce Brand Protection

Defend brand integrity across global marketplaces. Detect unauthorized sellers, price violations, and IP infringement with automated enforcement workflows.

10M+ listings monitored

Have a unique use case? Our platform is fully customizable.

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Platform Capabilities

Built for Scale

Enterprise-grade infrastructure designed to handle billions of data points while maintaining millisecond response times.

Multi-Modal Matching

Combines text analysis, visual recognition, and semantic understanding to identify items across diverse listing formats and languages.

Cross-language supportImage-to-text correlationFuzzy attribute matching

Global Marketplace Coverage

Real-time monitoring of hundreds of marketplaces, classifieds, and auction sites across 12+ countries with automatic platform adaptation.

200+ marketplace integrationsRegional complianceCurrency normalization

Enterprise Security

SOC 2 compliant infrastructure with end-to-end encryption, role-based access controls, and comprehensive audit logging.

AES-256 encryptionZero-knowledge architectureGDPR compliant

Actionable Intelligence

Transform raw marketplace data into strategic insights with automated reporting, trend analysis, and predictive modeling.

Custom dashboardsAPI accessScheduled reports

Everything You Need

Comprehensive feature set for any asset recovery use case

Sub-second match detection

Configurable confidence thresholds

Batch processing support

Webhook integrations

White-label deployment

Custom model training

Priority support SLA

Dedicated infrastructure

Developer Platform

Powerful APIs

RESTful APIs and SDKs that let you integrate TraceLock intelligence directly into your applications, workflows, and data pipelines.

Search API

/v1/search

Query the TraceLock index with text, images, or structured attributes. Returns ranked matches with confidence scores.

Multi-modal queriesFaceted filteringBatch support

Monitor API

/v1/monitors

Create persistent monitoring rules that continuously scan marketplaces and push matches to your webhook endpoint.

Real-time alertsCustom thresholdsScheduled digests

Embed API

/v1/embed

Generate NEXUS embeddings for your own data. Build custom similarity search on top of our neural extraction models.

384-dim vectorsText & image supportBulk processing

Intel API

/v1/intelligence

Access aggregated marketplace intelligence including pricing trends, seller analysis, and geographic distribution.

Market analyticsSeller profilingTrend detection

example.ts

// Initialize TraceLock client
import { TraceLock } from '@tracelock/sdk';
const client = new TraceLock({
  apiKey: process.env.TRACELOCK_API_KEY
});
// Create a multi-modal search
const results = await client.search({
  text: "Vintage Rolex Submariner 5513",
  image: imageBuffer,
  filters: {
    countries: ["US", "UK", "DE"],
    priceRange: [5000, 25000]
  },
  limit: 50
});
// Set up real-time monitoring
const monitor = await client.monitors.create({
  name: "High-value watch recovery",
  query: { text: "Serial #1234567" },
  webhook: "https://your-app.com/matches",
  confidence_threshold: 0.85
});

TypeScript SDKPython SDKGo SDKRuby SDKJava SDK

99.9% Uptime SLA

SOC 2 Compliant

OpenAPI Spec

Webhook Support

Technical Architecture

Built for the Enterprise

Production-grade infrastructure designed by engineers from leading technology companies, optimized for reliability and scale.

Data Ingestion

200+ marketplace connectors

AI Processing

NEXUS + PRISM + SPARK

Intelligence Delivery

API, Webhooks, Dashboard

Cloud-Native Infrastructure

Kubernetes-orchestrated microservices deployed across multiple availability zones for maximum resilience and global reach.

Distributed Vector Database

Custom-built vector storage optimized for similarity search at billion-scale with sub-millisecond query latency.

Edge Computing Network

Processing nodes deployed close to data sources minimize latency and ensure compliance with regional data residency requirements.

Event-Driven Pipeline

Asynchronous message queues enable real-time processing of marketplace events with guaranteed delivery and ordering.

Zero-Trust Security

Defense-in-depth architecture with encryption at rest and in transit, secrets management, and continuous security monitoring.

Auto-Scaling Intelligence

ML-powered resource prediction automatically scales infrastructure ahead of demand, maintaining SLA during traffic spikes.

Platform Metrics

Performance at Scale

Battle-tested infrastructure processing millions of data points with industry-leading accuracy and reliability.

47M+

Listings Processed Daily

Continuous ingestion from global marketplaces