Consulting
TeselaGen Catalyst
Production-grade Software & AI Consulting for Biotech R&D
Stop building software platforms that never see the light of day.
The Challenge
Sound familiar?
These are the barriers preventing biotech R&D organizations from realizing the full potential of their data and technology investments.
Disconnected Knowledge Silos
Data from LIMS, ELNs, and lab instruments remains fragmented, preventing comprehensive analysis and creating redundant work.
Bench-Tool Disconnect
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.
No Path to Value
Talented engineers and data scientists create isolated projects that never impact daily R&D decisions.
AI Implementation Gap
Organizations lack teams combining biological expertise with complex MLOps required for production AI deployment.
What We Do
Our Services
End-to-end consulting that bridges the gap between ambition and production-grade reality.
Strategy & ROI Mapping
We identify your highest-impact opportunities, map them to measurable business outcomes, and build a phased roadmap that delivers early wins while laying the foundation for long-term transformation.
Full-Stack System Architecture & Development
From data pipelines and ML model training to intuitive front-end interfaces, we design and build production-grade systems that integrate seamlessly with your existing infrastructure.
User-Centric Design & Adoption
We embed with your scientists and engineers to understand real workflows, then craft tools people actually want to use — driving adoption from day one, not as an afterthought.
Production DevOps/MLOps
CI/CD pipelines, model monitoring, automated retraining, and infrastructure-as-code ensure your AI systems stay reliable, scalable, and maintainable long after we leave.
Our Methodology
The SPARK Framework
A proven, repeatable methodology that turns promising ideas into production systems your team actually uses.
Strategize & Scope
Problem alignment and business case development.
Plan & Prototype
Data landscape audits and functional prototypes.
Activate & Adopt
Pilot deployment with intensive end-user training.
Reinforce & Refine
Operationalization with DevOps/MLOps.
Knowledge Transfer & Scale
Documentation, governance, and next-frontier identification.
Why Catalyst
Our Competitive Advantages
Experience-Forged Approach
Our methodology was born from years of building production biotech software — not from a textbook. We know what works because we have lived it.
Cross-Functional Expert Teams
Every engagement pairs senior software engineers, data scientists, and UX designers who work as a single, embedded unit alongside your team.
Domain Expertise
We speak biology and code fluently. Our team understands assay design, sequence data, and laboratory operations — so you spend time solving problems, not explaining context.
Technology Agnostic
We recommend the right tool for the job, not the one we happen to sell. Cloud provider, framework, language — our loyalty is to outcomes, not vendors.
Need hands-on help deploying AI in your R&D?
TeselaGen Catalyst provides production-grade AI consulting — from strategy to deployment to ongoing MLOps.
Book a Strategy SessionReady to turn your R&D data into decisions?
Book your complimentary, no-obligation AI strategy session today.