Vespa.ai Review & Optimize
Enhance your existing Vespa deployment
Already running Vespa? Start with a comprehensive system review, then optionally proceed to hands-on tuning—buy only what you need, or bundle both and save.
Performance Tuning
Official Vespa.ai Partner
Scalability Planning
What's Included in the Vespa Review
A comprehensive health check and architectural validation of your Vespa deployment.
System Architecture Review
Evaluation of your cluster setup, node distribution, and overall architecture patterns.
Schema & Ranking Analysis
Review of document schemas, indexing strategies, and ranking profiles for performance and maintainability.
Resource Utilization
Analysis of CPU, memory, disk, and network usage patterns to identify bottlenecks and optimization opportunities.
Configuration Assessment
Comprehensive review of Vespa settings, threadpools, caching, and service configurations.
Operational Readiness
Evaluation of monitoring, logging, alerting, and operational practices for production stability.
Scalability Review
Assessment of current scaling patterns and readiness to handle growth in data volume or query load.
This is a standalone service and the required starting point for optimization.
What's Included in the Vespa Optimization
Build on your review with hands-on performance tuning and deeper system insights.
Query Performance Profiling
Deep analysis of query patterns, latency profiles, and throughput under realistic load conditions.
Rank Profile Tuning
Optimization of ranking expressions, features, and relevance calculations for performance.
Resource Configuration
Fine-tuning of memory allocation, threadpools, caching strategies, and container settings.
Feeding & Indexing Optimization
Analysis and tuning of document ingestion patterns, indexing performance, and update strategies.
Scaling Validation
Verification of scaling patterns and optimization for multi-node deployments.
Implementation Support
Hands-on guidance implementing and validating key performance improvements.
Only available after the Vespa Review is complete.
What You'll Get
Vespa Review & Optimization Deliverables
- A comprehensive audit of your Vespa system architecture, schema, indexing, and operational setup
- Architectural Blueprint & Recommendations — design enhancements for scalability, availability, and future growth
- Guidance for observability, monitoring, and proactive capacity planning
- Clear, actionable report outlining current risks, gaps, and opportunities for improvement
With Optimization, You'll Also Receive:
- A full tuning plan covering query latency, throughput, ranking profiles, and resource use
- Validation of key tuning changes in staging or production
- Tailored roadmap for phased rollout of performance improvements
🎯 Bundle Both: Book Review + Optimization together and receive a package discount.
Optional Add-Ons
Scaling Strategy
Design and validate plans to grow your Vespa cluster(s) with confidence.
Cloud vs. Self-Hosted Cost Modeling
Explore which deployment model fits your long-term growth and cost strategy.
Innovation Recommendations
Identify untapped Vespa capabilities such as ANN, multi-phase ranking, or hybrid retrieval.
Why Optimize Your Vespa Deployment?
Performance Gains
Boost query performance, reduce latency, and improve overall system responsiveness.
Cost Efficiency
Reduce infrastructure costs through more efficient resource utilization.
Scalable Growth
Build a solid foundation for future scalability and data volume increases.
System Stability
Improve reliability and operational readiness while reducing production incidents.
Why choose Searchplex for Vespa Optimization?
- Our team brings deep experience optimizing Vespa deployments across various industries and use cases, from small startups to enterprise-scale systems.
- Extensive knowledge of performance tuning techniques specific to Vespa's architecture, with a track record of substantial gains in both latency and throughput.
- We combine analysis with implementation support, ensuring recommendations are validated in your actual environment.
Vespa Optimization FAQs
Do I need the Review before the Optimization?
Yes, the Review is the required starting point. It helps us understand your current setup, which is essential before any optimization work.
How long does the Vespa Review take?
Typically 2-3 weeks, depending on the complexity of your deployment and the depth of analysis needed.
Does the Optimization phase include implementation?
Yes, it includes both the plan and hands-on implementation of key performance improvements.
Will the review or optimization disrupt our production systems?
No. We design our work to be non-disruptive. Any changes are thoroughly tested in staging environments first.
What if we're considering switching from self-hosted to Vespa Cloud?
Our optional 'Cloud vs. Self-Hosted Cost Modeling' add-on will give you detailed cost comparisons and migration considerations.
Can we opt for only the Vespa Review?
Yes. The Vespa Review is available as a standalone service and provides valuable insights on its own, even if you choose not to proceed with optimization.
How is the service priced?
We offer flexible pricing based on your deployment size, complexity, and the scope of optimization needed. Contact us for a custom quote.
Ready to Optimize Your Vespa Deployment?
Start with a comprehensive review, then decide if you want to proceed with optimization.