AI and Automation Success Stories

Tecalum SistemasIntelligent automation of document processes

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.

HONEXTEnd-to-end production cycle traceability with SCADA

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.

Real projects,
measurable results

Tecalum SistemasIntelligent automation of document processes

The challenge:

The solution:

Result:

HONEXTEnd-to-end production cycle traceability with SCADA

The challenge:

The solution:

Result:

Want to be the next story?

Real projects, measurable results

Tecalum SistemasIntelligent automation of document processes

The challenge:

The solution:

Result:

HONEXTEnd-to-end production cycle traceability with SCADA

The challenge:

The solution:

Result:

Want to be the next story?

Real projects,
measurable results