Artificial Intelligence
& Advanced Engineering
We are a specialized consultancy that applies cutting-edge AI and advanced engineering to solve the most complex challenges in Defense, Medicine, Energy, and Retail.
Our Focus
Sectors We Transform
We combine deep domain expertise with state-of-the-at AI to deliver measurable impact across four critical industries.
Defense
Next-generation autonomous systems, predictive threat analysis, and mission-critical decision support. We develop advanced AI architectures that enhance operational capability and national security.
Medicine
AI-powered diagnostics, medical image analysis, and predictive patient modeling. Our solutions augment clinical expertise and accelerate the path from data to patient outcomes.
Energy
Intelligent forecasting, grid optimization, and predictive maintenance for energy infrastructure. We help producers and distributors maximize efficiency and accelerate the energy transition.
Retail
Demand forecasting, personalized customer intelligence, and supply chain optimization. We transform raw data into competitive advantage across the entire retail value chain.
Defense Sector
Mission-Critical AI Systems
Where Precision Meets Protection
We engineer AI solutions that operate at the edge of capability, ensuring security forces have the decisive advantage.Autonomous Decision Support
Real-time AI systems that process complex multi-source data to support tactical and strategic decisions in contested environments.
Predictive Intelligence
Advanced modeling and simulation capabilities that anticipate evolving threats using deep learning on heterogeneous data streams.
Secure & Sovereign AI
All solutions are designed with security-by-default, operating within classified environments and adhering to the strictest data sovereignty standards.
Medical AI
Augmenting Clinical Excellence
AI That Saves Lives
From research labs to hospitals, our AI accelerates the path from insight to impact in patient care.Medical Imaging AI
State-of-the-at computer vision models trained on clinical datasets to assist radiologists and pathologists with faster, more accurate diagnostics.
Predictive Patient Modeling
Machine learning pipelines that integrate electronic health records to forecast patient trajectories and optimize treatment plans.
Regulatory-Ready Solutions
Our medical AI solutions are built with explainability and compliance at their core, facilitating regulatory approval pathways.
How We Work
Our Approach
Step 1: Deep Discovery
We begin by immersing ourselves in your domain. Our engineers don't just understand AI — they understand the physics, the operations, and the constraints of your specific problem.
Step 2: Rapid Prototyping
We deliver a working proof-of-concept in weeks, not months. Every prototype is built on production-grade foundations, ensuring a seamless path to deployment.
Step 3: Scalable Engineering
We build robust, scalable systems using MLOps best practices. Our solutions are designed for reliability, maintainability, and continuous improvement.
Step 4: Measurable Impact
We define success by the tangible outcomes we deliver — reduced costs, faster decisions, saved lives, and competitive advantage.
Energy Sector
Powering the Intelligent Grid
Intelligent Energy for Tomorrow
We help energy companies harness data to optimize operations, predict failures, and accelerate the transition to clean energy.Renewable Forecasting
High-accuracy solar and wind production forecasting using ensemble deep learning models, enabling better grid integration and market participation.
Predictive Maintenance
Sensor-driven anomaly detection and remaining useful life prediction for critical energy infrastructure, reducing unplanned downtime.
Grid Optimization
Real-time load balancing and demand response optimization using reinforcement learning to maximize grid stability and economic efficiency.
Retail Intelligence
Data-Driven Commerce
The Edge in Retail
We transform retail operations with AI that understands demand, delights customers, and outperforms the competition.Demand Forecasting
Multi-variate deep learning models that predict demand at SKU-store level, reducing waste and stockouts while optimizing working capital.
Customer Intelligence
Advanced segmentation and personalization engines that drive conversion, loyalty, and lifetime value through hyper-targeted experiences.
Supply Chain AI
End-to-end supply chain optimization — from procurement to last-mile delivery — using graph neural networks and combinatorial optimization.
Why AI Nostrum
Engineering-First AI Consultancy
We are not a generic tech vendor. We are a team of PhD-level engineers and scientists who live and breathe the domains we serve.
Deep Domain Experts
Our team combines world-class AI research with deep expertise in fluid dynamics, medical physics, power systems, and operations research. We speak your language.
Production-Grade AI
We don't build demos — we build systems that work in the real world. Every model is engineered for reliability, scalability, and maintainability from day one.
Security-First Mindset
From defense-grade data handling to GDPR-compliant medical AI, security and privacy are not afterthoughts — they are foundational to everything we build.
Agile & Transparent
We operate in short, focused sprints with full visibility into progress. You will always know where your project stands and what comes next.
End-to-End Delivery
From initial feasibility study through production deployment and ongoing support — we own the entire lifecycle of your AI solution.
Measurable ROI
Every engagement begins with clearly defined success metrics. We are laser-focused on delivering quantifiable business value, not just technology.
FAQs
Frequently Asked Questions
Answers to common questions about working with AI Nostrum.
What types of problems do you solve?
We specialize in complex engineering challenges that benefit from AI and advanced mathematics — including predictive modeling, autonomous systems, computer vision, signal processing, optimization, and simulation. If conventional software falls short, that is usually where we thrive.
Our data is highly sensitive. How do you handle security?
Security and data sovereignty are core to our practice. We routinely work with classified defense data and regulated medical records. We can operate entirely within your secure infrastructure, support air-gapped deployments, and comply with ITAR, GDPR, and other relevant frameworks.
What does a typical engagement look like?
Engagements begin with a focused discovery phase (2-4 weeks) where we deeply understand your problem domain and data landscape. We then deliver a proof-of-concept, followed by iterative development toward a production-ready system. Most projects reach initial deployment within 3-6 months.
Do you only work with large organizations?
Not at all. While we serve defense agencies and large energy companies, we also partner with innovative startups, research institutions, and mid-market enterprises. Our team is deliberately lean and agile, allowing us to scale engagement models to match your needs and budget.
Where are you based?
AI Nostrum is headquartered in Spain, but we serve clients across Europe and internationally. We offer both on-site and remote engagement models, with the flexibility to work in your timezone and within your security requirements.
What technologies do you work with?
Our stack is problem-driven, not technology-driven. That said, we are experts in PyTorch, TensorFlow, JAX, and the broader MLOps ecosystem. We work across cloud and edge, and have deep experience with HPC, GPU-accelerated computing, and embedded AI systems.
Contact
Ready to solve your next engineering challenge?
Tell us about your most complex problem. We will tell you how AI can solve it.