OptiMod automates scientific data analysis, turning complex data into clear, defensible evidence. Understand the findings, the uncertainty and the reasoning—for decisions in research, business and public policy.
No coding. No statistics expertise required.
One point per day · line: 28-day average
50% lower daily demand
Adjusted association for light rain or snow compared with clear weather.
95% confidence intervals · 38%–60% lower in light rain or snow
Scientific data analysis should be within everyone’s reach.
Organisations collect more data than their statistical specialists can examine. OptiMod puts that expertise into software, so researchers and domain teams can investigate their own questions.
General-purpose AI language models are not a substitute for a scientific validation system. OptiMod evaluates the data and model assumptions, compares suitable methods and documents the calculations behind each finding.
Our ambition is a standard of evidence that lets others examine how a conclusion was reached. Explore the applications
More than 70% of researchers surveyed had tried and failed to reproduce another scientist’s experiments.
70%0100%More than half had failed to reproduce their own experiments.
50%0100%For scientific and business-critical decisions, the bottleneck is no longer producing an answer, but trusting it.
OptiMod combines mathematical and logical reasoning with targeted AI assistance. It evaluates your actual data, tests the requirements of candidate methods and selects the best-supported model for your question. Automatically.
A simplified view of the engine behind OptiModOptiMod examines data quality, variable types, distributions and relationships. It prepares the dataset and records each change.
Mathematical and logical checks establish which methods fit the data and the question. Model assumptions are part of this evaluation from the start.
OptiMod compares eligible models using fit, diagnostic evidence and the analytical objective. The selected model comes with a documented scientific rationale.
Estimates, uncertainty and interpretation stay connected to the calculations behind them. Each finding can be traced back to its data, methods and checks.
Schematic illustration. Candidate methods and relevant checks depend on the data and question.
From a dataset and a question to a documented scientific result. OptiMod’s core algorithms combine several years of research at Leibniz University Hannover with dedicated research and development at OptiMod.
Inside the scientific coreMathematical and logical checks establish which methods fit the data. Model choice is backed by diagnostic and statistical evidence.
AI helps make the process efficient and the findings understandable. Explanations stay connected to the calculations and checks behind them.
Drag and drop your data file and set your goal. OptiMod handles the scientific analysis automatically, then explains the findings and documents how it reached them.
Drag and drop your data file. Set your goal and variables. You contribute the context and knowledge of your field; no coding or statistics expertise is required.
Data preparation, method requirements, assumption checks, model comparison and analysis—all handled automatically, with the reasoning recorded.
Understand the findings and their uncertainty. Keep the Scientific Report with the methods, named tests and analytical decisions behind the result.
Interface preview, in final development. The example uses real public data and independently computed results. Real public data
The Scientific Report records the model choice, the assumptions tested and the uncertainty behind the finding. Keep the PDF and share it independently of access to OptiMod.
Individuals gain access to scientific analysis without needing statistical expertise. For platform providers, the opportunity is to bring the same capability into software, data workflows and AI systems.
Upload your data and set your goal. OptiMod handles the statistical work automatically, evaluating the data and method requirements to select a suitable analysis. Get understandable findings and a Scientific Report.
Explore the workspaceConnect OptiMod’s scientific core to analytics platforms, enterprise software, research systems and AI assistants. Explore bringing automated analysis and traceable findings into your own products and workflows.
Explore platform integration
Research, organisations and public institutions face different decisions. Each needs an analysis whose method, uncertainty and limitations can be understood.
Turn experimental data into scientifically grounded findings. OptiMod handles model evaluation, statistical checks and interpretation, with a clear analytical record for collaborators and publication.
Structure exploratory analyses and prioritise hypotheses for further investigation. Pharma Intelligence provides an active research setting for this direction.
Compare explanations, examine uncertainty and bring documented evidence into commercial planning.
Identify relationships worth investigating and give technical teams a shared statistical basis for process reviews.
Analyse flood exposure, population vulnerability and infrastructure data to inform national investment priorities. Make the assumptions, uncertainty and reasoning behind each conclusion explicit—so decisions affecting lives, critical infrastructure and public resources can be scrutinised and explained.
Document estimates, model choices and uncertainty so analytical conclusions can be examined in internal review.
Explore embedding method evaluation, assumption checks and documented statistical findings into the software people already use. Give users a clear explanation and the scientific record behind it.
OptiMod emerged from Leibniz University Hannover’s ITE. Today, it leads Pharma Intelligence, connecting scientific software development with AI-assisted pharmaceutical research.
PharmaMed Holding supports the Pharma Intelligence project through strategic funding and industry collaboration.
Project and fundingOptiMod joined the BioIntelligence incubator after a multi-stage scientific and commercial assessment.
Research networkGerman preliminary-round winner of The Waltz of Pioneers at ViennaUP; selected to present at the European DE-TECH Final in Istanbul.
Recognition and exchangeFounded by brothers Ylli and Drini Morina, bringing business development and quantitative research into one team.
Studied Computer Science at Georg-August University of Göttingen. He leads OptiMod’s business development and strategic partnerships, turning its scientific foundation into a clear product and business opportunity.
Connect with the team
Studied Statistics at Georg-August University of Göttingen and is a researcher at Leibniz University Hannover. His work connects data science, innovation research and statistical methodology.
Academic backgroundFor institutions with demanding privacy, security and data sovereignty requirements. OptiMod supports hosting in Germany and deployment entirely within your organisation’s own infrastructure.
Discuss institutional requirementsHosted in Germany, with GDPR-compliant data processing. OptiMod supports institutions with high requirements for privacy, security and control over their data.
Your data is never used to train AI models. When your analysis is complete, the data used to produce the results is deleted from the servers.
OptiMod can run on your own servers or computers. For sensitive environments, analysis stays within your infrastructure and your data stays with you.
Explore how scientific analysis could support the people and decisions within your organisation or platform.
Explore strategic partnerships
