Build search & AI that actually work—for your users and your business.
Successful search and AI systems don’t happen by accident—they require deep user understanding, technical excellence, and teams equipped with the right skills and processes. At OpenSource Connections, our search and AI experts focus on the three pillars that separate experiments from business-critical systems: knowing what your users need, engineering solutions that perform at scale, and developing organizational capabilities for long-term success. Our decades of experience help you turn search and AI investments into competitive advantage.
Search & AI Product Development
Stop guessing what your users want and start delivering what delights them. We help you uncover exactly what your users are searching for and whether they’re finding it, using proven research methods that reveal immediate opportunities to improve search quality and boost user engagement. Learn more.
Search & AI Engineering
Get search and AI systems that actually perform when your business depends on them. Our industry-leading experts select and tune the right technologies for your needs including search engines, NLP, machine learning, vector databases & generative AI using proven methods that eliminate guesswork and reduce risk. Learn more.
People and Process
Build the search and AI team that drives your competitive advantage, whether you’re starting from scratch or optimizing what you have. We help you identify skill gaps, recruit the right talent, and design the processes that turn your team into a strategic asset for responding quickly to user needs and business opportunities. Learn more.
Supercharge Your Search with Generative AI
Ready to unleash AI that gives users exactly what they’re looking for? Move beyond traditional search results to deliver intelligent answers that solve real problems, with expert guidance that takes you from proof of concept to production success. Our proven approach ensures your AI investment delivers measurable business value by addressing the foundation, processes, and expertise that most organizations miss. Learn more.
Find the Right Search Technology for Your Business
Navigate the complex search technology landscape with confidence, backed by our deep expertise in Vector Search, OpenSearch, Apache Solr, and Elasticsearch. OpenSource Connections team of experts can help you choose and implement a solution that delivers real business value, not just technical functionality. Learn more about OpenSource Connections consulting services:
- Apache Solr Consulting
- Elasticsearch Consulting
- OpenSearch Consulting
- Vector Search
Get in Touch
Our Search and AI experts are ready to talk with you about your search questions and needs.