Built for Enterprise Scale
Production-grade infrastructure designed by engineers from leading technology companies. Every component is optimised for reliability, security, and performance at global scale.
System Architecture
Data Ingestion Layer
High-throughput data collection from 200+ marketplace sources
ATLAS Scanning Network
Distributed crawlers with intelligent rate limiting
Protocol Adapters
REST, GraphQL, WebSocket, and scraping connectors
Data Normalisation Pipeline
Standardises formats across all sources
Deduplication Engine
Identifies cross-platform duplicate listings
AI Processing Layer
Multi-model AI pipeline for semantic and visual matching
NEXUS Text Analysis
384-dimension embeddings for semantic matching
PRISM Visual Recognition
ResNet-152 backbone for image similarity
SPARK Matching Engine
Billion-scale vector similarity search
CORTEX Learning System
Continuous model improvement from feedback
Intelligence Delivery Layer
Enterprise-grade APIs and notification infrastructure
SENTINEL Alert System
Multi-channel notifications with routing rules
REST & GraphQL APIs
Comprehensive programmatic access
Webhook Delivery
Push notifications with retry and confirmation
Dashboard & Reports
Real-time visualisation and scheduled exports
Infrastructure Details
Cloud-Native Infrastructure
Kubernetes-orchestrated microservices deployed across multiple availability zones for maximum resilience and global reach.
- Multi-region deployment across AWS, GCP, and Azure
- Automatic failover with <30 second recovery time
- Infrastructure as Code for reproducible deployments
- Blue-green deployments for zero-downtime updates
Distributed Vector Database
Custom-built vector storage optimised for similarity search at billion-scale with sub-millisecond query latency.
- Custom HNSW index optimised for high-dimensional embeddings
- Horizontal sharding for unlimited scale
- Real-time index updates as new data arrives
- Configurable consistency vs latency trade-offs
Edge Computing Network
Processing nodes deployed close to data sources minimise latency and ensure compliance with regional data residency requirements.
- Edge nodes in 12+ countries
- Data residency compliance for GDPR, UK DPA, and more
- Local processing reduces cross-border data transfer
- Intelligent routing based on data sensitivity
Event-Driven Pipeline
Asynchronous message queues enable real-time processing of marketplace events with guaranteed delivery and ordering.
- Apache Kafka for high-throughput event streaming
- Exactly-once processing semantics
- Dead letter queues for failed message handling
- Event replay capability for debugging and recovery
Zero-Trust Security
Defence-in-depth architecture with encryption at rest and in transit, secrets management, and continuous security monitoring.
- mTLS for all internal service communication
- HashiCorp Vault for secrets management
- Continuous vulnerability scanning
- SOC 2 and ISO 27001 certified infrastructure
Auto-Scaling Intelligence
ML-powered resource prediction automatically scales infrastructure ahead of demand, maintaining SLA during traffic spikes.
- Predictive scaling based on historical patterns
- Automatic scale-out within 60 seconds
- Cost optimisation through right-sizing
- Reserved capacity for enterprise customers
Data Flow
From marketplace listing to actionable intelligence in milliseconds
Marketplaces
200+ sources
Ingestion
ATLAS
Processing
NEXUS + PRISM
Matching
SPARK
Delivery
SENTINEL
Technical Deep Dive
Want to understand how our architecture can integrate with your existing systems? Schedule a technical session with our engineering team.
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