Performance & scale

The etg24 platform is deployed on resilient, hyperscaler cloud infrastructure designed for 99.9% uptime and low-latency response times. It is purpose-built to handle the cyclical and bursty workloads inherent to the real estate sector — including seasonal accounting peaks and mass document generation.

Key performance indicators in production

• >100,000 monthly active users — Property managers, accountants, and staff operating on the platform daily.
• 100,000 homeowners’ assembly votes per month — Legally binding resolutions cast and recorded in real time.
• 50,000+ document pages processed daily — High-throughput OCR ingestion, embedding generation, and metadata extraction.
• 3,000,000+ API requests processed daily — Combined traffic across REST, MCP tools, and webhook notifications.
• Under 1 second for hybrid retrieval across 10,000+ documents — Low-latency fulltext and vector search at scale.
• Elastic auto-scaling — Dynamically provisions compute and database capacity to absorb unexpected traffic surges.

Engineered for enterprise volume

Real-world operations often require intensive bulk operations: onboarding a 5,000-unit portfolio in a single migration window, uploading over 10,000 documents within an hour, or running continuous two-way ERP synchronizations. The platform architecture is specifically tuned for this throughput.

Integration best practices

• Leverage pagination & batch endpoints: Use cursor-based pagination and batch APIs for bulk data ingestion; avoid sequential single-record HTTP calls for large datasets.
• Implement idempotent retries: Because queries are inherently idempotent, failed read requests can be safely retried with exponential backoff. See CQRS.
• Consult rate limiting policies: Review Rate limits to understand system quotas and concurrency guidelines.