Developing Commercial Strategy and Technical Science Knowledge

In this video clip, Kantha Shelke, Principal of Corvus Blue LLC and Senior Lecturer at Johns Hopkins University, reflects on a pivotal realization from her transition out of academia into the corporate world, which is that real influence in a company rests with marketing, sales, and finance, not with research and development (R&D).

Scientists, she found, function largely at the service of these functions, meaning a researcher who stays purely technical can only ever become a better bench scientist and never rise beyond that role. Breaking out of that ceiling, Shelke explains, requires more than expertise; it requires fluency in the priorities of the business side, so to be successful in her new venture, Shelke had to understand what a brand manager cares about, how they're held accountable, and the boundaries of what a salesperson can promise.

The key skill she developed wasn't simplifying science, but translating it into language that resonated with non-scientific colleagues, making it relevant to their own incentives and goals. To build this fluency, she deliberately embedded herself in the business: sitting in on sales calls, reviewing cost models, and investigating why launch timelines slipped. This shifted her focus from pure technical problem-solving to understanding the broader context behind decisions.

Shelke believes that this approach changed how colleagues saw her, recognizing her as a scientist who cared about more than the data itself. Based on her career journey, Shelke advises early-career scientists to consider this approach in their own careers.

She connects this directly to a broader crisis of trust in science today, arguing much of it stems from scientists overcomplicating explanations and failing to communicate the conditions under which findings apply. She points to shifting nutritional guidance, like conflicting messaging on eggs, as an example of confusion this creates. When scientists instead present findings as provisional and self-correcting rather than absolute truth, audiences are more likely to trust them.

Shelke closes by emphasizing that advancing beyond the bench doesn't mean abandoning it. Instead, it means being able to defend one's data before people without scientific training, communicating in ways that genuinely land.

References

1. LinkedIn, Kantha Shelke, PhD. LinkedIn, 2026. https://www.linkedin.com/in/kanthashelke/ (accessed August 27, 2026).
2. Shelke, K. About. Personal Website, 2026. https://kantha.com/about/ (accessed August 27, 2026).