Strategy, Architecture & Optimization for Modern Search Platforms

We design, modernize, and optimize search systems to improve relevance, performance, and scalability across enterprise, eCommerce, and AI-powered search.

Trusted by companies of all sizes

Search Architecture & Optimization Services

Architecture & Design

Design search platforms that align data, retrieval, and ranking with business goals for scalable, reliable discovery.

Relevance & Optimization

Improve search quality through query evaluation, targeted relevance tuning, and a measurable roadmap for ongoing optimization.

Modernization

Upgrade and modernize search systems to improve performance, reliability, and scalability while preparing for new retrieval capabilities.

AI & Hybrid Search

Combine lexical and vector retrieval to improve discovery and deliver relevant context and evidence to AI applications and agents.

Platform Expertise Across the Search Ecosystem

Innovent helps organizations design, improve, and modernize search systems built on Elasticsearch, OpenSearch, and Apache Solr, aligning platform capabilities with business and operational requirements.

Elasticsearch

Elasticsearch

Design and optimize Elasticsearch for search, analytics, observability, and AI-powered discovery. Our services span cluster architecture, migrations, performance tuning, relevance engineering, and hybrid retrieval to improve search quality and operational efficiency.

OpenSearch

OpenSearch

Build, optimize, or migrate to OpenSearch for conventional and AI-powered search. We support Elasticsearch-to-OpenSearch transitions, architecture design, performance tuning, and vector and hybrid retrieval across cloud and self-managed deployments.

Apache Solr

Apache Solr

Design and optimize Solr and SolrCloud for conventional and AI-powered search. Our services cover indexing, schema and text analysis, relevance tuning, vector and hybrid retrieval, upgrades, and cluster architecture to improve search quality and reliability at scale.

Search Applications & Use Cases

eCommerce Search

Help shoppers find the right products through relevant results, effective ranking, guided navigation, and AI-powered discovery. Align search with shopper intent and business priorities to support engagement and conversion.

Enterprise Search

Connect employees with relevant information across documents, applications, and knowledge repositories through search and AI-assisted discovery. Improve productivity while respecting access permissions and supporting diverse content and terminology.

Observability & Analytics

Turn logs, events, and operational data into searchable insight. Design platforms that support troubleshooting, monitoring, and analytical exploration while balancing query performance, retention, and infrastructure costs.

AI-Driven Applications

Provide relevant context and supporting evidence for RAG, AI assistants, and agents. Design retrieval workflows that account for permissions, information freshness, and the requirements of each task.

FindTuner Search & Discovery Optimization Platform

FindTuner works with Elasticsearch, OpenSearch, and Solr to enhance search performance through intelligence, insights, and control. It enables teams to understand search behavior, apply targeted optimizations, and continuously refine relevance and ranking as data, user behavior, and business strategies evolve.

Search Insights & Expertise

Design and Optimize Your Search Platform

Work with our team to improve relevance, performance, and scalability while building a strong foundation for AI-powered discovery and agentic workflows.