About us

Structuring the Unstructured – Data to Insights

With over two decades of experience in Information Science, Molecular Connections has been using AI-powered proprietary models to help customers achieve digital transformation.

Molecular Connections is a leading technology-driven content operations organization that provides solutions curated by subject-matter experts and technology leaders. We have been able to successfully build data-driven decision-making strategy for our customer’s digital transformational journey.

MC leverages AI/ML and Linked Data Store to build efficiencies in various verticals and generate new revenue streams for its customers. Its location-independent agile delivery model helps customers streamline their business process, lower costs, and increase productivity.

MC’s solutions have been empowering life science innovation, accelerating content discoverability, conceiving new products, and enabling rapid prototyping with 100% success rate & ~98% repeat business

Vision and Core Values

Our vision is to be the most admired informatics company with innovative products and services delivered with a sharp customer focus through best-in-class talent. And, our purpose is driven by our values. At MC, we take pride in our core values that have shaped the very foundation of the organization and how we act and arrive at critical decisions. 


Molecular Connections (MC) traces its history to early 2002. The human genome was sequenced in 2000, bringing in a promise of personalized medicine through biological and chemical informatics. The National University of Singapore had promising text mining technologies and MC founder Mr. Jignesh Bhate bought them in exchange for shares and started MC. 


MCLABS is the powerhouse of innovation at Molecular Connections that focuses on leveraging new and emerging technologies for improving ways in which knowledge is consumed and disseminated.

The lab was incubated in 2012 to invest in futuristic technologies, accelerate our services and solutions. It is a platform to ideate, experiment, collaborate and prototype to understand new avenues of possibilities.

It helped us stay ahead of the technological curve at every stage. Under MCLABS, we launched several products, build prototypes — from ideation to MVP and commercially validating products with a designated user base. The lab also boasts of cross-functional skillsets, from software developers, ML experts, data scientists to domain experts, who are mandated to bring new product/service ideas every six months.


Our rich knowledge base, technology know-how and literature curation expertise has led us to make strategic investments in different domains. MC has two companies, namely, MCRPL and MCAPL.