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Elasticsearch: Precision Discovery at Scale
Unlock the power of full-text search and complex aggregations. We specialize in tuning Elasticsearch clusters for high-performance discovery and seamless migrations to modern columnar backends.
Specialized Search Engineering
Go beyond basic logging. Leverage the world's most popular search engine for discovery-heavy workloads.
Advanced fuzzy matching, stemming, and relevancy scoring for complex document discovery.
Solving the "Circuit Breaker" blues through JVM tuning, shard balancing, and index lifecycle management (ILM).
Transitioning legacy Logstash/Beats pipelines to OpenTelemetry without losing historical data visibility.
Healthy Sharding Patterns
Massive indices require a surgical touch. We implement tiered storage (Hot/Warm/Cold) to keep your search fast and your storage costs under control.
- →JVM Fine-Tuning: Optimizing heap allocation to prevent GC pauses and cluster instability.
- →Cross-Cluster Search: Unified querying across multiple geographic regions and cloud providers.
The Modernization Path
Whether you are staying on Elastic or migrating to ClickHouse, we ensure your data mapping is future-proof and OTel-compatible.
Query DSL Excellence
Writing efficient queries is the difference between a sub-second response and a timed-out cluster. We help teams build optimized aggregations for real-time dashboards.
- ✓ Filter context over Query context for caching
- ✓ Optimized Range queries for time-series discovery
- ✓ Scripted fields for custom data transformation
// Optimized Boolean Filter Query
GET /otel-logs/_search
{
"query": {
"bool": {
"filter": [
{ "term": { "status": "error" } },
{ "range": { "@timestamp": { "gte": "now-1h" } } }
],
"must": [
{ "match": { "message": "connection reset" } }
]
}
}
}
Master Your Search Cluster
Stop fighting your Elasticsearch cluster and start using it. Contact us for a health check or migration strategy.