Applied AI & Machine Learning for Life Science Challenges

We deliver practical, scientifically-grounded AI and ML solutions to solve your most complex problems in productivity, data analysis, and process optimization.

Sztuczna inteligencja i technologia

AI and Machine Learning Experts for Your Projects

As a technical leader in life sciences, you don’t need to be sold on the promise of AI. You need to see a practical return. Your challenges are specific: How do you accelerate R&D timelines with shrinking budgets? How do you transform massive, siloed datasets (omics, clinical, operational) into predictive insights? And how do you find the genuine experts who can build solutions that work in the real world?

We help you move from theory to application. We specialize in diagnosing inefficiencies in your current processes and then building or implementing the precise AI and ML models to fix them. We focus on tangible outcomes, whether it’s automating a complex process or unlocking a new insight from your data.

AI Process Optimization & Productivity

We analyze your R&D, manufacturing, or operational workflows to identify the specific bottlenecks that can be solved with AI. We then build custom solutions—from image analysis models for high-throughput screening to predictive maintenance for lab equipment—that measurably increase your team's efficiency and output.

Data-to-Insight & Predictive Analytics

Your data holds the answers. Our experts apply advanced machine learning techniques to turn your complex datasets into clear, actionable insights. This includes developing predictive models for drug discovery, patient stratification in clinical trials, or identifying new biomarkers.

Custom Model & Software Development

Off-the-shelf solutions often fail to meet the specific demands of life science. Our team of software engineers and ML specialists builds robust, custom-tailored applications and models that integrate directly into your existing infrastructure and solve your unique challenges.

Expertise Rooted in Science

The success of any AI project hinges on the expertise of the people building it. Our core strength is our network of PhD-level academics, research scientists, and senior engineers.

 

These are not generalists; they are specialists who have published, researched, and led significant international projects in the field. When you bring us a complex problem, we connect you with the scientific and technical experts who have the specific domain knowledge to build a reliable and effective solution.

Our Solutions

Secure & Specialized AI Applications

For many life science challenges, a standard model isn’t enough. You need intelligent applications that are 100% secure, compliant, and built to handle your unique, proprietary data. Our partners specialize in building these enterprise-grade AI solutions, giving you a competitive edge without the risk.

On-Premise AI Solutions

For clients with maximum security needs, we specialize in developing AI models and assistants that can be hosted entirely on-premise or in your private cloud. This gives you the power of modern LLMs with zero risk of your proprietary data ever leaving your control.

Custom AI Chatbots & Assistants

We build intelligent, domain-aware assistants. From internal knowledge base search for your R&D team to sophisticated external-facing chatbots that understand complex scientific queries, we build solutions that provide real answers, not just links.

Success Stories

Discover our AI case studies

See how our AI and ML solutions have delivered measurable results for organizations in the life science and health sectors.

Revolutionizing Diagnostics

AI-Powered Capsule Endoscopy Analysis
  • Challenge: A massive data bottleneck (50,000-70,000 images per exam) was causing clinician fatigue and potential diagnostic errors.
  • Solution: We built an advanced system using convolutional neural networks (CNNs) to automatically detect 11 classes of pathology and filter non-informative frames.

  • Result: The AI automatically filters over 80% of non-informative images while retaining over 90% of frames with pathological findings, dramatically accelerating the diagnostic process.

Enhancing Microbiology

Deep Learning for Accurate Bacteria Detection
  • Challenge: A legacy computer vision system was misidentifying artifacts (like air bubbles) as bacterial colonies, forcing costly manual review of every sample.

  • Solution: We designed and integrated a new deep learning image analysis module, training the AI to distinguish true bacterial colonies from artifacts with high precision.

  • Result: Fully automated the sample review process, eliminating a critical bottleneck and delivering significant operational cost savings.

Accelerating Research

Rapid Bacterial Strain Recognition with AI
  • Challenge: Research was constrained by traditional identification methods that created a seven-day data latency, hindering rapid discovery.

  • Solution: We created a novel system using a dedicated optical device and an AI/ML model to analyze the unique Fresnel patterns of bacterial colonies.

  • Result: Reduced analysis time from 7 days to a maximum of 24 hours and achieved an identification accuracy of over 96%.

Improving Patient Safety

Predictive AI for Hypoglycemia Risk
  • Challenge: Medical teams manually analyzed patient data to predict hypoglycemia, creating dangerous delays in intervention for diabetic patients.

  • Solution: We developed a mobile AI/ML system that analyzes data from standard glucometers to predict hypoglycemia episodes, tuning the model to balance sensitivity and false alarms.

  • Result: The system delivers effective, automated prediction of hypoglycemia risk, empowering patients to take preventive action via mobile alerts.

How It Works

Flexible Collaboration Models

When our joint analysis shows that a custom software solution or expert support is the best path forward, we immediately deploy our technical execution arm. Through our strategic partnerships, we offer flexible, proven collaboration models designed to fit your precise needs, budget, and project scope.

Staff Augmentation

This is the ideal solution when you have an existing IT team but need to quickly fill a specific skill gap or temporarily scale your team to accelerate development.

What you get: You get highly qualified, experienced specialists (e.g., AI/ML, Java, C++) who integrate directly into your team. You maintain full control over the project while avoiding the significant costs and delays of internal recruiting.

Team Outsourcing (Dedicated Team)

Use this model when you want to assign a specific module, feature, or task to a dedicated, external team that is managed directly by you or your Project Manager.

What you get: You get a complete, experienced team whose members know how to work together effectively. You save critical time on recruitment and gain better control over the product development process.

Project Outsourcing (End-to-End Project Delivery)

In this model, we take full responsibility for delivering the entire project—from concept and design through development, deployment, and ongoing maintenance.

What you get: You save time and optimize costs by not having to hire or manage the development team yourself. We take on the full responsibility for risk management and for delivering the project on time and within the agreed budget.

Strategic & Productivity Workshops

 

We empower your teams at every stage. We offer high-impact workshops designed to de-risk your projects and accelerate your in-house development capabilities.

  • Product Discovery Workshops
    This is the best starting point to de-risk your investment. We lead a joint, strategic workshop to transform your complex vision into a concrete plan. The outcome is a defined architecture, a clear product roadmap, and a precise cost estimate, ensuring your project is set up for success before development begins.

  • AI Productivity & Co-Pilot Training
    We also train your existing developers to be more effective. We provide hands-on workshops on leveraging generative AI and Co-Pilot tools, teaching your team how to write better, faster, and more secure code using the next generation of development practices.

Let’s Identify Your Opportunity

Your first step doesn’t require a major commitment. Let’s start with a practical, no-obligation discussion about your current processes and data challenges. We can help you diagnose the most valuable opportunities for AI.

 

FAQ

Najczęstsze Pytania

Długofalowa współpraca opiera się na zaufaniu i często rodzi wiele pytań. Poniżej odpowiadamy na najczęściej zadawane z nich.

Współpracujemy wyłącznie z firmami, które rzeczywiście mogą skorzystać z naszego doświadczenia i którym wiemy, że jesteśmy w stanie pomóc. Krótka rozmowa to najlepszy sposób, by sprawdzić, czy do siebie pasujemy – dlatego zapraszamy Cię do umówienia 25-minutowego spotkania. Porozmawiamy, lepiej się poznamy i ocenimy, czy możemy zapewnić wsparcie, którego potrzebujesz. Nawet jeśli nie zdecydujemy się na współpracę, możesz liczyć na wartościowe wskazówki dla Twojego biznesu.

Działamy we współpracy z Twoim zespołem, opierając się na transparentnych zasadach. Zachowujesz pełne prawa do kodu swojej strony internetowej i kont reklamowych – nie budujemy zależności, wykorzystując Twoje zaufanie. Dzięki naszemu doświadczeniu oferujemy obiektywne doradztwo w zakresie dostępnych opcji i narzędzi – bez presji sprzedażowej i bez promowania konkretnych rozwiązań.

Połączenie technologii, marketingu, sprzedaży i zrównoważonego wzrostu biznesu stanowi sedno naszej filozofii. Dzięki narzędziom AI i strategicznemu myśleniu pomagamy Ci umacniać te obszary.

Współpracujemy z międzynarodową siecią partnerów branżowych – od software i media house’ów, przez agencje marketingowe i webowe, po sprawdzonych wykonawców i freelancerów. Dzięki temu możemy korzystać z najlepszego dostępnego know-how technologicznego i najnowszych innowacji cyfrowych, jednocześnie otwierając przed Tobą dostęp do nowych rynków i i możliwości skalowania – w zależności od potrzeb, elastycznie łącząc te zasoby.

W zależności od Twoich potrzeb możemy pomóc zbudować zewnętrzny dział marketingu lub przejąć wybrane obszary Twojej działalności. Współpraca z Nuna to dostęp do sieci doświadczonych specjalistów, gotowych realizować z Tobą różnorodne projekty – w odpowiedzi na specyficzne wyzwania, przed którymi stoi Twoja firma.