Skip to main content
Technical capabilities

Data, models and intelligence.From architecture to deployment.

Machine learning, data engineering, AI agents, 3D digital twins, blockchain and remote sensing — six technical capabilities in production.

Technical capabilities

Full MLOps
Drift detection and retraining
Data Lakes
In production 24/7
AI Agents
Multi-model, on-prem or cloud
3D Digital Twins
Navigable in real time
Blockchain
Traceability and smart contracts
ESA / Copernicus
Real remote sensing

Six real technical capabilities

We deliver them individually or combined into complete ecosystems.

01

Machine Learning & Predictive Analytics

Models that anticipate, classify and optimise — in production, not in notebooks

We build ML models that work with real data in production environments. We cover the full chain: from data exploration and algorithm selection to API deployment, drift monitoring and automatic retraining when the model starts to degrade.

We work across the full spectrum of modern ML: deep neural networks, Random Forest and Gradient Boosting (XGBoost, LightGBM) for tabular problems, LSTM and Transformers for time series with long dependencies, and ensembles when a single model is not enough.

When the problem requires it, we add quantitative risk analysis with Monte Carlo and VaR, or probabilistic scenario simulation for critical decisions.

02

Data Engineering & Data Lakes

Architectures that consolidate every source into a single intelligent layer

We design and implement data architectures that work in production. From the ingestion of heterogeneous sources to the consumption layer for ML and analytics.

We handle structured, semi-structured and unstructured data — APIs, PDFs, relational databases, real-time streams, satellite imagery — all unified in a governed data lake with full lineage.

Every pipeline includes monitoring, automatic alerts and failure recovery. If something stops working, the system detects it and recovers without manual intervention.

03

AI Agents & Intelligent Automation

Systems that reason, decide and act — not just answer

We build AI agents that understand a complex task, plan the required steps, execute actions on real systems and deliver a verified result — without human intervention at every step.

These are not chatbots. They are autonomous systems that read documents, query data, make decisions with business logic, generate content and integrate with the systems you already use.

We choose the model and the deployment mode based on the case: European cloud when privacy allows it, on-premise or private cloud when data must stay inside your environment.

04

Complete Systems & Digital Twins

From sensors to dashboard — end-to-end systems that operate themselves

We build complete platforms where data, models and interfaces work in coordination: from IoT sensor ingestion to a navigable digital twin that supports real-time decisions.

A digital twin is not a pretty visualisation — it is a functional replica of your process, fed with real data, running predictive models and able to simulate future scenarios before applying them in the physical world.

Cloud-native architecture with high availability, deployed on your own infrastructure or on European cloud — without lock-in to a single provider.

05

Remote Sensing & Geospatial

ESA / Copernicus satellite data as input for ML models and territorial decisions

We integrate ESA Copernicus data — including Sentinel-2 imagery — into analysis pipelines that produce actionable territorial intelligence.

From spectral indices that reveal vegetation health, water stress or land use change, to temporal analyses that surface trends invisible to the naked eye.

This data is combined with ML models to anticipate harvests, detect environmental anomalies, optimise the use of agricultural resources or monitor distributed assets from space.

06

Blockchain & Traceability

Immutable, verifiable record of every step in your value chain

We deliver blockchain solutions that turn traceability into a real competitive edge: from raw material origin to the end consumer, every step is recorded immutably, verifiable by any party and without dependence on a central intermediary.

It is not just technology — it is the ability to prove what you claim: that your product is what it says it is, that your processes meet the standards you certify, that your sustainability data is real and auditable.

We integrate blockchain with the data systems, IoT and digital platforms you already run, adding a trust layer without replacing your existing infrastructure.

AIXA Methodology

We understand the problem before proposing the solution

Before we write a line of code, we audit your current architecture, identify where the real opportunities are and design the minimum solution that delivers maximum impact. No unnecessary features, no fashionable tech.

A
Assessment
We audit
I
Intelligence
We design
X
eXecution
We build
A
Amplification
We optimise
See full methodology

How we work

Justified technology

We pick tools by the problem, not by the trend

Incremental rollout

Tangible value at every phase, not at the end of the project

Your team owns it

Training included for autonomy from day one

No lock-in to us

The goal is that you do not need us to operate

Have a data or intelligence problem to solve?

A 30-minute technical conversation lets us understand your situation and tell you honestly what makes sense to build and what does not.

No commitment · Reply within 24h · If we are not the right fit, we say so