Sectors

We work across
any industry

Our approach is sector-agnostic. What matters is the problem: if there's data, there's potential. These are the sectors where we have the most experience.

Retail & E-commerce

Purchase behavior analysis, demand forecasting, inventory optimization, and data-driven offer personalization.

Demand and stock forecasting
Customer segmentation
Cart abandonment analysis
Real-time sales reporting

Fintech & Banking

Fraud detection, credit scoring, regulatory compliance, and automation of financial back-office processes.

Credit scoring models
Fraud detection with ML
Automated regulatory reporting
Integration of financial data sources

Health & Pharma

Integration of clinical and administrative systems, health data analytics, GDPR compliance, and automation of hospital processes.

HIS/EHR and legacy system integration
Clinical KPI analytics
Data anonymization and pseudonymization
Automation of reports and notifications

Industry & Manufacturing

OT/IT data ingestion, predictive maintenance, quality control, and real-time production line visibility.

SCADA and industrial data ingestion
Predictive maintenance with ML
Real-time production dashboards
ERP integration (SAP, Navision)

Success stories

Sector: Aluminum manufacturing / Distribution

Technologies: N8N · SharePoint · REST APIs

Result: Elimination of manual error + full traceability

The challenge:

Tecalum Sistemas operated with a completely manual document management model: the reception, classification, and recording of delivery notes and orders depended on human intervention at every step. This dependency generated transcription errors, a lack of traceability, and an administrative workload that scaled with volume. In a growth context, the model was unsustainable.

The solution:

We designed an intelligent automation system based on N8N as the orchestration engine, capable of intercepting, interpreting, and routing documents autonomously: · Intelligent classification of incoming emails: delivery notes, orders, complaints, and general communications, automatically. · Extraction and validation of data from attached documents, with verification of key fields before their incorporation into the system. · Real-time synchronization with SharePoint, ensuring full traceability and immediate availability for the operations and finance teams.

Result:

The system completely eliminated manual intervention in the standard document flow. An error-prone process became a reliable, auditable, and scalable pipeline.

Sector: Sustainable construction / Materials

Technologies: Ignition (SCADA) · Google Apps Script · APIs

Result: Full end-to-end visibility of the production cycle

The challenge:

HONEXT, a pioneering company in construction materials made from paper industry waste, had a structural problem: information about raw material, manufacturing parameters, quality results, and machinery status lived in completely disconnected silos. This fragmentation prevented a unified view of the production cycle and limited the capacity for continuous improvement.

The solution:

We designed an end-to-end traceability system that connects all phases of the production cycle in real time: · Ignition (industrial SCADA) as the data acquisition engine directly from the machinery, capturing critical process variables in a structured, auditable database. · Google Apps Script as the integration layer between Ignition, the quality systems, and the team's tools, automatically correlating plant data and quality records.

Result:

Complete end-to-end traceability: from raw material intake to final quality control, each batch is automatically documented. For the first time, the team has a unified view of the production process, with the ability to analyze by batch, shift, operator, or machine parameter.

Energy

Consumption monitoring, generation forecasting, asset optimization, and automated sustainability reporting.

Energy demand forecasting
Real-time asset monitoring
Sustainability reporting (ESG)
Anomaly detection in consumption

Logistics & Supply Chain

Supply chain visibility, route forecasting, warehouse optimization, and automation of logistics operations.

End-to-end supply chain visibility
Data-driven route optimization
Stock and turnover control
Automation of notifications and alerts

Education

Learning analytics, LMS platform integration, administrative automation, and academic reporting.

Student tracking dashboards
LMS + academic ERP integration
Automation of administrative processes
Retention and dropout analysis

Real Estate

Automation of lead acquisition processes, market analysis, portal integration, and real estate portfolio reporting.

Real estate portal integration
Automated portfolio reporting
Price and market trend analysis
Automation of acquisition workflows

Events & Culture

Audience and capacity management, attendance and ticket sales analytics, communication automation, and experience personalization at events, festivals, and cultural institutions.

Capacity, attendance, and ticketing analytics
Audience segmentation and loyalty
Communication automation and event CRM
Integration of ticketing, web, social media, and CRM

Don't see your sector here?

Our approach is sector-agnostic. If you have a problem involving data — scattered, unstructured, unused — we can probably help you.

What matters is not the sector: it's the problem and the data you have available.

Tell us your challenge