Turbine's pharma partners consistently praised the deep biological competence of its science team. This ability to engage as scientific peers, not just data scientists, built essential trust for early deals when the AI platform was still largely unvalidated.

To land large pharma partnerships, Turbine raised its first round to self-fund at-risk validation and early drug discovery. Proving their platform could generate novel, druggable IP was more persuasive than simply demonstrating predictive accuracy on existing experiments.

VC Claire Smith defines "Tech Bio" as a "tech-first" approach, where a novel hardware or software platform is the core innovation, which is then applied to solve biological problems. This contrasts with traditional biotech, which starts with a biological insight (like a target) and then uses a toolbox of existing technologies.

To attract investment, founders must translate their science into a business case. This involves articulating the target customer, go-to-market strategy, cost structure, and value proposition. Investors back ventures that connect three key elements: strong science, a clear clinical need, and a credible business model.

To attract quality investment, a biotech must present a complete package. A great scientific idea alone is insufficient. It requires initial supporting data to validate the concept and a talented execution-focused team to transform that data into a clinical asset. All three are essential.

For small biotechs, the playbook for success extends beyond scientific discovery. It requires creativity and innovation in the operational process itself—finding efficient paths through regulatory checkpoints, securing non-traditional funding, and leveraging external resources to advance development with limited capital.

Scientific founders must shift from detailing R&D progress to telling a compelling story. Investors are less moved by specific experimental results and more by the vision of a platform technology at the cusp of major trends (like SynBio and AI) that can generate a continuous pipeline of future therapies.

While passion for helping patients is a powerful motivator, founders must learn to frame their pitch around value creation for investors. This means explicitly connecting the science and clinical benefit to the commercial market, reimbursement strategy, and ultimate financial return for their limited partners.

Luson Bioventures' Founder Derek Small learned his tech investment banking background was useless in biotech. The investors, 15-year timelines to revenue, and financial models were entirely different, forcing him to learn a new fundraising playbook from scratch.