Teselagen Catalyst
Production-grade Software & AI Consulting for Biotech R&D
Stop building software platforms that never see the light of day. TeselaGen Catalyst, our consulting branch, provides the strategic expertise and engineering firepower to build production-ready systems that slash R&D timelines.
The Bottleneck in Modern Biotech: The Scaling Hurdle
Critical data from your LIMS, ELNs, and lab instruments is fragmented, making comprehensive analysis impossible and leading to redundant work.
The tools being built don’t fit into the actual workflows of your scientists, leading to poor adoption, frustration, and a failure to capture any real value.
You have talented engineers and data scientists, but their models remain isolated “science projects” that never impact day-to-day R&D decisions.
You don’t have a team that deeply understands both biology and the complex MLOps required to deploy and maintain AI in production.
Our Solution: The Antidote to Failed Internal Software Initiatives
Let’s be direct. Developing a tool is one thing; deploying a production-ready system that is reliable, scalable, interoperable, and trusted by the people who need to use it is a completely different universe of complexity. A successful system is just one small layer of the full picture. It requires robust data pipelines, continuous performance monitoring, and seamless integration into your scientists’ daily work. Without deep consideration for the human element, even the most powerful system is worthless.
Now, add the extreme complexities of biological R&D. This is where most software and AI projects break down.
This is where we come in. After years of witnessing this exact failure mode inside R&D organizations, we codified our experience into the SPARK Framework. It is our battle-tested methodology for navigating the intertwined technical, scientific, and human complexities of developing software and AI systems for biotech.
Our Services: Your End-to-End Systems Development Partner
We identify the highest-value opportunities in your pipeline and create a clear roadmap for success, ensuring every effort is tied to a quantifiable business outcome.
We design and build the complete, robust infrastructure for your organization. This includes everything from data pipelines, specialized backends, user interfaces, to the development and integration of custom machine learning models.
We build systems for your scientists, not just for your data. We ensure solutions fit into their natural workflows and provide the intensive training and change management support required for enthusiastic adoption.
Production DevOps/MLOps & Performance Monitoring
We implement automated CI/CD/CT pipelines and sophisticated monitoring to ensure your software and AI systems are scalable, reliable, and continuously improving with real-world feedback and new data.
Our Methodology: The SPARK Framework
We begin by deeply aligning on the problem, defining clear business and scientific metrics for success, and creating a bulletproof business case.
We audit your data landscape, architect the end-to-end solution, and build a rapid, functional prototype to prove feasibility and give you a preview of what’s to come.
We deploy the solution to a pilot group of end-users, providing intensive training and gathering feedback to ensure the system is not just powerful, but also trusted.
Reinforce & Refine
We operationalize the system by implementing robust DevOps/MLOps, monitoring for drift, and creating a data flywheel where the system gets smarter with use.
We formalize all documentation and governance, ensuring your team can succeed independently, and use the project’s success to identify the next frontier.
Why TeselaGen? From Research to Real-World Results
Our SPARK framework is the direct result of years spent navigating the successes and failures of AI and software implementation within real-world R&D organizations.
We provide a dedicated, cross-functional team of Sofware Engineers, Data Scientists, DevOps/MLOps Specialists, and PhD-level biologists that operates as a seamless extension of your own organization, ensuring solutions are built for your specific context.
Our team has decades of hands-on experience in synthetic biology, molecular biology, and bioprocessing. We speak your language because we’ve lived your challenges.
We use the best tool for the job. Whether it’s leveraging your current infrastructure or deploying solutions on our powerful teselagen.com platform, our only goal is your success.