Do not automate the first bottleneck
Automating the first visible bottleneck can lock in a bad process. Know when to slow down, inspect, and fix before digitizing.
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Articles about automation
Content related to automation and its impact on processes, systems and technical decisions.
RAG for internal knowledge: the project fails not because of AI, but because it searches badly
A useful RAG starts with governance, source selection and failure modes, not with the model. The real question is what internal knowledge should be retrievable and under which rules.
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API integrations: the mistake is not connecting systems, it is failing to define the operating contract
Many API integrations fail not because of technology, but because no one agreed on which system is in charge, what happens when errors occur, and how data quality is measured. This article offers a practical decision framework before coding.
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When an AI agent for operations is ready for production
An operational AI agent should not be judged by how convincing it sounds, but by whether it reduces friction, respects boundaries and fits real workflows. This article offers a practical way to decide when it makes sense and when it does not.
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RAG for internal knowledge: when it really helps and when it only adds complexity
A RAG does not fix a messy document base. It works when the real problem is finding and citing internal knowledge with control, traceability and clear boundaries.
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Process automation with AI without losing traceability
How to combine rules, integrations and AI models to automate tasks with operational control.
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Codefuente: technology made in Avilés for the world
Notes from the El Comercio article about Asturian talent, La Curtidora and technology built for international companies.
Read more How to prepare processes for AI without losing control
A practical guide to organizing data, systems and decisions before applying AI to business workflows.
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