Solutions Powered by
Search and AI
Unlock the full value of your data. With AI search, strategy, and execution, MC+A delivers better performance, lower costs, and deeper customer engagement.
Delivering Relevant Intelligence Experiences
We specialize in strategic consulting that facilitates the implementation of AI-driven search and analytics solutions. Our strategic framework helps organizations use such solutions to fine tune their customer experience and make improved recommendations. Our delivery approach is prescriptive, informed from over a decade's worth of experience. We are well-suited to guide organizations through strategic technology transitions.
AI-Powered Search & Retrieval
We build AI-powered search solutions that understand context, intent, and meaning the leading vector databases like OpenSearch, Elastic, Qdrant, and Vespa . By connecting people to the right information faster, we transform how teams work and customers engage.
GraphRAG
We connect structured and unstructured data through knowledge graphs built by Natural language processing and enriched by retrieval-augmented generation. This approach enables deeper context, smarter reasoning, and more trustworthy AI-driven insights across your enterprise.
Analytics & Insights
Provide valuable insights into user behavior and search system performance. By analyzing queries, clicks, and conversions, you can optimize your search functionality, improving relevance, identify trends, and make data-driven decisions that enhance user experience and drive better search outcomes.
Machine Learning (ML)
Enhance search by learning from user interactions and data patterns. ML improves relevance ranking, query understanding, personalization, and recommendations. This leads to more accurate and tailored search results, improving search satisfaction and engagement.
Retrieval-Augmented Generation (RAG)
We combine generative AI with enterprise search to ground answers in your organization’s data. This ensures every response is accurate, contextual, and aligned with your trusted knowledge sources.
Search Replatform
Migrate seamlessly from existing search technology platform to leverage advanced features, improve performance, and enhance your users' search experience and ultimately driving better engagement and business outcomes.
Trusted Advisor
Go Further with Managed Services
Trusted Advisors allow you to focus on your business' value by accelerating the technical implementation with a best practice approach. We provide the expert guidance needed to enhance your users' search experience, push past technology roadblocks, and leverage the full business potential of AI and search technology.