Cluster architecture
- Sizing and topology
- Node roles and failure domains
- Cross-cluster patterns
- Upgrade and migration planning
Search and log analytics
OpenSearch engineering services
Build and operate OpenSearch clusters around real ingestion volume, query patterns, retention and recovery requirements.
Outcome 1Predictable shard and retention strategy
Outcome 2Resilient ingestion with controlled backpressure
Outcome 3Secure multi-team access
Outcome 4Documented recovery and operating procedures
What we solve
Production engineering, not a product demo
We cover cluster design, data modelling, pipelines, security, lifecycle management, observability and performance troubleshooting.
Every engagement starts with current-state evidence, explicit assumptions and measurable acceptance criteria. The result is documented so your team can own it.
Service scope
From architecture to daily operations
Choose a focused assessment or combine workstreams into an implementation and enablement programme.
Data and ingestion
- Mappings and templates
- Data Prepper, Fluent Bit, Vector and Logstash
- Kafka integration
- Schema and pipeline governance
Operations
- ISM policies
- Snapshots and recovery
- Performance diagnostics
- Platform monitoring
Security and analytics
- Users, roles and LDAP/AD
- Audit logs
- Dashboards and alerting
- Security analytics
Delivery model
A controlled path to production
Each stage produces a reviewable result before the next decision.
Assessment
Goals, workload and constraints.
Architecture
Design, sizing and acceptance criteria.
Pilot
Validate on representative data.
Implementation
Deploy, integrate and migrate.
Enablement
Documentation and hands-on training.
Support
Operate, measure and improve.
Questions
Common project questions
Can you migrate from Elasticsearch?
Yes. We assess API, mapping, plugin and licensing differences, then validate data and queries in parallel.
Do you support S3-backed snapshots?
Yes. Repository design, permissions and recovery testing are included when object storage is part of the architecture.
Can you tune an existing slow cluster?
Yes. We analyze workload, shards, JVM, storage, queries and ingestion before recommending changes.
Related expertiseAll services