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OpenSearch Consulting

We deliver scalable, optimized, AI-integrated OpenSearch solutions that provide rich, relevant results.

Have you fully tapped into the power of OpenSearch?

Deploying and tuning search systems comes with unique challenges that can at times feel daunting. From ensuring relevancy, performance, and scalability to integrating AI for semantic search and intelligent ranking, the demands are ever growing.


Our OpenSearch consulting services are dedicated to addressing these challenges, guiding you through the intricacies of index design, data ingestion, query optimization, AI-driven enhancements, and overall system architecture to unlock maximum value from your OpenSearch deployment.

OpenSearch Consulting that drives results.

Whether you are embarking on an OpenSearch project and want to leverage expert guidance from the outset, or you have an existing deployment that needs optimization, we bring the expertise to ensure best practices across configuration, relevancy, performance, and AI integration. From semantic search to intelligent ranking, we’ll help you apply OpenSearch’s advanced and AI-driven features to save time, reduce costs, and achieve impactful outcomes. You’ll gain confidence that your OpenSearch solution will scale with your organization and remain a reliable, intelligent platform now and into the future.

Exceptional OpenSearch Consulting & Expertise

  • Systems and architecture design for scale and performance
  • Vector and AI Search Strategies
  • Distributed search strategies
  • High performance data ingestion pipelines
  • Content enrichment using AI, entity extraction and metadata
  • Index optimization to ensure relevancy
  • OpenSearch relevancy tuning
  • In-depth analytics on search information and usage

OpenSearch Consulting & Advisory

We offer OpenSearch consulting and advisory services that are designed to provide tailored insights and strategic recommendations to address any OpenSearch requirements. Partner with us to:

  • Put your OpenSearch solution on solid footing with all-around best practice advice.
  • Review how your OpenSearch solution is setup and configured and provide recommendations for improvement.
  • Consult and provide recommendations for improving search relevancy.
  • Leverage AI, machine learning, vector and related technologies.
  • Improve the experience of search-users as they search and discover content.
  • Help you scale for current and future search volume.

OpenSearch Relevancy Tuning

Our OpenSearch relevancy tuning services are designed to deliver lightning-fast, precisely relevant results that maximize user satisfaction. Using our proven methodology along with traditional and modern techniques, we work with business users, technical staff and other stakeholders to systematically review and analyze search behavior and tune OpenSearch  accordingly. Areas that can be tuned and improved include:

 

  • Search results from keyword searching
  • Stategies for tuning for precision and recall
  • Vector and AI search strategies
  • Using entity extraction and metadata
  • Autocomplete results in the search box
  • For eCommerce, product data augmentation with data such as sales margin, popularity or search analytics

AI-Driven OpenSearch Solutions

Enhance your OpenSearch solution with advanced AI and machine learning integrations. From vector-based semantic search and real-time data enrichment to automated relevancy tuning and anomaly detection, our solutions are engineered to improve precision, responsiveness, and adaptability across complex search environments. Working together we can deliver:  

  • Semantic Search: Use vector-based retrieval and natural language processing to deliver search results that go beyond keywords and align with user intent.
  • Data Enrichment: Improve result quality by augmenting search data with AI-driven insights from external or contextual sources.
  • Automated Relevancy: Enhance relevancy with AI-driven ranking. Apply machine learning to continuously refine search relevancy based on user feedback and trends.
  • Intelligent Autocomplete: Enhance the search experience with AI-powered query suggestions that anticipate user intent and speed up discovery.
  • Anomaly Detection: Identify emergent patterns to proactively surface problems or opportunities for faster response and continuous improvement.

Connect with an OpenSearch Expert

Ready to take OpenSearch to a new level? Connect with our experts today.

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