Bringing Future Ready Ideas to Life with Technology.

CASE STUDY

Determining Differences in the Kennedy Assassination Files with Artificial Intelligence

INSIGHTS

Introducing Quintus: AI-Native Investigative Intelligence

NEWS

What's New in Elasticsearch 9.0

WEBINAR RECAP

E-commerce Relevancy Improving B2B with Vectors

8 JUNE 2025

This latest research is a resource to search merchants in the B2C and B2B platforms of e-commerce. This latest research is a resource to provide insight into search performance improvements, and will help businesses see opportunities to learn that for their customer's online journey towards of 40% of all orders come organically from search and 40% of e-commerce conversion visits after their initial organic search. Providing a functional relevancy forcing unsuccessful completion.

E-commerce Relevancy Improving B2B with Vectors webinar thumbnail

WHAT WE DO

Delivering Intelligent Experiences

We aren't just offering consulting to implement off-the-shelf tools and principles. Our team deeply understands your unique business, technology stack, content and data sources to create a best-in-class solution for powerful enterprise search and knowledge retrieval solutions that are constantly learning.

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.

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.

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.

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.

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.

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 by Premier Brands

For search and AI-powered Experiences

Our Impact

Delivering measurable results through innovative search and AI solutions that transform how organizations access and leverage their knowledge.

250+

Search Implementation

Our team has delivered search services through hundreds of technical and advisory roles and projects related to Elasticsearch deployments around the world for the last decade.

20+

Years Experience

We have deep experience delivering search and retrieval systems that enable better customer outcomes for over a decade.

100%

AI-Powered Search Problem Solvers for Years

Our team has pioneered machine learning and natural language understanding solutions related to search since 2018. ML is in our DNA.

What Our Clients Say

MC+A have been instrumental in helping us build out a highly effective search product for our platform.

Little Biridie

Russell Proud

CTO & Co-Founder

Working with MC+A had a lasting impact on our development teams. They helped us build our knowledge of the product and technology space.

New York Life Insurance Company

Rajagopal S. Puttaparti

Corporate Vice President