Research & Biotech
Enabling science teams through customized intelligent systems.
Research and biotech teams are optimized for discovery, not software delivery. Scientists and investigators often have a clear vision of what tools would accelerate their work: how data should flow, where automation would help, how models or analyses could be composed. But shifting focus to building and maintaining those systems competes directly with time spent on research.
Many teams rely on a patchwork of scripts, spreadsheets, notebooks, and off-the-shelf tools never designed to work together. These systems can be fragile, opaque, and hard to extend. Replacing them requires software expertise and sustained focus, both of which are hard to maintain when the priority is doing the science.
Consistent Challenges
- Ad hoc tools become de facto infrastructure, often lacking robust operational practices, quality controls, or documentation.
- Software development and configuration drains scientific attention and impedes progress. Researchers can spend days debugging when they should be focused on their results.
- Off-the-shelf platforms may not fit the shape of the research work, the data, or the rate of change.
- Notebooks and scripts can be difficult for multiple stakeholders to maintain, lacking mature integration, access, and versioning controls.
How We Help
We perform as a focused software team in service of your research goals so that your team can spend more time on the science.
- We work to understand your research objectives, current tooling, and how teams use it in practice.
- We transform fragile workflows into durable, testable tools while staying out of the way of scientific discernment.
- We build data systems and user interfaces that organize, surface, and visualize what matters.
- The result is software that fits the work instead of reshaping it.
Our Responsibilities
- Create pipelines for ingesting, validating, and transforming experimental data
- Build workflow orchestration for long-running analyses and simulations
- Stand up CI/CD, automated testing, and reliability scaffolding as needed
- Propose and deliver domain-specific UIs layered over complex computation
- Help teams leverage the latest in AI-assisted software tools for managing information
- Facilitate efficient global collaboration across labs, teams, or institutions
- Design systems to evolve as your focus, protocols and research questions change
"GenUI is extremely responsive and great to work with. Their domain knowledge is very apparent."
"GenUI's contributions were critical to getting us to where we are today."
"GenUI has become a trusted partner in our strategy to develop digital therapies to improve the lives of people living with diabetes."