One decision system from opportunity to organizational learning.
Cellvara combines structured company context, explicit decision logic and AI reasoning to evaluate opportunities, prepare implementation and learn from real execution.
Company Intelligence
Understand the environment before recommending the technology.
Cellvara builds a persistent model of your company context — teams, workflows, systems, datasets, policies, budgets and previous AI projects. Instead of reconstructing this every time, Cellvara remembers it.
AI Decision Engine
Compare what is actually feasible.
For a specific workflow, Cellvara evaluates possible approaches — from process improvement without AI to DoE, Bayesian optimization, active learning, predictive ML, LLM workflows and build vs buy vs partner — against your real situation, combining AI reasoning with explicit rules, calculations and constraints.
Project Memory
Learn from what actually happens.
Once a decision becomes a pilot, Cellvara tracks delays, approvals, blockers, budget variance, KPI outcomes and feedback. Those outcomes become reusable organizational knowledge for the next decision.
The more your organization implements AI, the more useful Cellvara becomes.
Every decision, pilot and outcome becomes reusable organizational knowledge — so the next AI opportunity starts from everything you already learned.
From company context to a smarter next decision
A repeatable, structured process that takes your team from understanding the organization to an implementation-ready pilot — and turns every outcome into knowledge for the next decision.
Build Company Intelligence
Build Company Intelligence
Cellvara maps your workflows, teams, systems, datasets, policies, budgets and previous AI projects to build a persistent model of how your organization actually works.
Frame the AI Opportunity
Frame the AI Opportunity
Start with one real R&D workflow. Cellvara clarifies the task, the data involved and the outcome you want, so the opportunity is concrete rather than abstract.
Compare Feasible Approaches
Compare Feasible Approaches
Cellvara evaluates possible AI approaches against your data, workflow, team, systems, budget and constraints — and explains why one is more feasible than the others.
Decide & Plan the Pilot
Decide & Plan the Pilot
The best option becomes an implementation-ready pilot with scope, owners, required data, timeline, budget, KPIs and clear go / no-go criteria.
Execute & Remember
Execute & Remember
Cellvara tracks what actually happens during execution and turns delays, blockers, decisions and outcomes into organizational memory that improves the next decision.
Built for the people deciding where AI goes next in biotech R&D.
Cellvara supports decision-makers across biotech R&D who need to understand where AI can create value, which approaches are feasible, and how to move from an idea to an implementation-ready pilot.
CEOs & Founders
Prioritize where AI is worth the investment.
CEOs & Founders
Compare AI initiatives across the company, see which are actually feasible, and make evidence-backed investment decisions instead of betting on hype.
R&D & Research Leaders
Find feasible AI approaches inside scientific workflows.
R&D & Research Leaders
Assess where AI can support experimentation, optimization and data-heavy research — and which approach fits a specific workflow — without disrupting expert oversight.
Operations & Quality Leaders
Improve workflows without losing control.
Operations & Quality Leaders
Identify where AI or automation helps, understand the data, systems and approval requirements involved, and turn the decision into a controlled pilot.
Digital Transformation & Innovation Leads
Turn AI experimentation into a repeatable decision process.
Digital Transformation & Innovation Leads
Evaluate opportunities consistently, capture what happens during execution, and build a compounding record that makes every next decision smarter.
Built for biotech SMEs and startups implementing AI across R&D — and for the teams that carry each lesson into the next decision.