Real cases told as model cards : context, eval, metrics. What we would ask of anyone who says "we did AI".
We built an agent that resolves 78% of returns without human intervention, at a cost per case of €0.28 versus €8.40 for a human agent. Conservative policy: anything uncertain escalates.
91% accuracy with 100% citation traceability. Engineer onboarding reduced from 12 to 4 weeks.
99.2% recall on critical defects, 2.1% false positives. Line throughput +14%.
Why the metric everyone forgets sinks AI projects within six months, and how we measure it from day one.
Three cases where the honest answer was a process, a training programme or a better ERP. Selling what is not needed destroys trust.
An agent that works in a demo isn't necessarily reliable: taking it into production requires its own identity, least-privilege permissions, reproducible evaluation and human oversight. This guide covers the architecture, the threats and the 90-day plan to get there.
Read articleAn AI voice agent is not a chatbot that talks: it's telephony, transcription, reasoning and speech synthesis chained together, and each layer adds latency, errors and data to protect. This guide explains how to design it with privacy by design, latency measured in percentiles and human escalation always available.
Read articleCalling an application an “agent” does not change its legal obligations: what matters is the organisation's role, the purpose and the risk of the system. This technical guide explains how to classify the use case, assign responsibilities and prepare inventory, traceability and oversight before going into production.
Read articleTaking an n8n workflow with AI to production takes far more than a correct run: protected credentials, validated inputs, idempotent retries and human approval on risky actions. This guide walks through the architecture, the controls and the 60-day plan to do it securely.
Read articleAn AI copilot in an advisory firm speeds up document classification, regulatory research and drafts of emails and reports, but it must never file, send or decide on behalf of the professional. This guide covers use cases, architecture, permissions, evaluation and common mistakes for a well-governed rollout.
Read articleOpen weights, a commercial licence or a managed API: neither open nor proprietary AI wins every time. A practical guide to deciding by task, data, security and total cost.
Read articleChatbot, copilot and agent are not the same architecture: find out how to choose between them based on risk, autonomy and the metrics that really matter in customer service.
Read articleSovereign AI isn't a choice between cloud and on-premise — it's about proving who controls the data, the keys, and the ability to walk away. This guide helps SMBs choose between a public API, private cloud, on-premise, or hybrid setup based on the real risk of each use case.
Read articleLLMOps doesn't require a massive platform: with a clear inventory, systematic evaluation and controlled versioning, an SME can deploy its AI applications with security, observability and cost under control.
Read articleConnecting AI agents to email, files or databases through MCP multiplies your attack surface if the server isn't treated as a privileged API. Here's how to roll it out with inventory, authorization, least-privilege permissions, validation and human approval.
Read articleIntelligent invoice processing turns every document into a verifiable proposal, never a blind accounting entry or payment: here's how to keep validation, traceability, duplicate control and human review at every stage of the workflow.
Read articleConnecting a model to your documents isn't enough to stop hallucinated answers. Here is the architecture, layered evaluation, permissions and security that make an enterprise RAG genuinely reliable.
Read articleAI ROI isn't proven by counting prompts or minutes saved — it's proven by comparing a real process before and after, using a baseline, total cost, quality, adoption and risk. A practical guide to designing the pilot, doing the maths properly and deciding whether to scale on data, not promises.
Read articleReal market ranges, price drivers, and what to demand from each phase of an AI consultancy engagement for mid-sized companies in 2026.
Read articleA guide to indicative pricing and key factors to help a Spanish SME decide how much to invest in a voice AI agent.
Read articleAI agents are already deployed in SMEs of 20 to 200 employees, automating real administration, purchasing, HR and finance tasks with no need for in-house developers.
Read articleA guide to indicative pricing for AI technical governance in SMEs: what each cost item covers, what factors drive the price, and how to plan the project.
Read articleA practical guide to choosing a sentiment analysis tool for Spanish-language reviews: real comparison, price ranges and decision criteria for SMEs.
Read articleReceiving, validating and posting supplier invoices automatically no longer requires programming skills: we explain how to do it with the tools available in 2026.
Read articleWhat it actually costs to deploy n8n with AI capabilities in a 50-person company: line items, market ranges and the factors that move the price.
Read articleAn orientative pricing guide for deploying a semantic search vector index over an SME's internal documents: from pilot to production-ready solution.
Read articleHow much does it really cost to deploy an AI chatbot on WhatsApp Business: indicative market ranges, factors that drive the price and what you should demand from your provider.
Read articleAI-based document classification reduces the time spent managing delivery notes, orders and construction contracts by 60–80% in mid-sized construction firms.
Read articleReal price ranges for Microsoft 365 Copilot in 2026 for SMEs: which plan you need, how much the hidden extras add up to and when the investment makes sense.
Read articleAI can now trace, interpret and apply AEAT binding rulings in seconds: here is how it works in a real tax advisory firm.
Read articleFine-tuning and RAG are the two main levers for adapting AI to your business, but choosing wrong drives up costs and disappoints your team. We explain when to use each one.
Read articleA practical guide to integrating demand forecasting models with the main SME ERPs and turning predictions into automatic purchase orders.
Read articleEverything you need to know to subsidise your team's AI training through FUNDAE in 2026: available credit, steps, deadlines and which actions are eligible.
Read articleAI makes it possible to generate thousands of product listings in days, but doing it well requires a structured workflow, not just pressing a button.
Read articleAI can read an SLA or SaaS contract in seconds and flag the clauses that hurt SMEs the most when a service fails.
Read articleAutomatic email classification with AI eliminates manual triage and syncs every message to the CRM in real time, without touching the keyboard.
Read articleRunning an LLM inside your own infrastructure eliminates data sharing with third parties and simplifies GDPR compliance. This guide explains how to do it with technical rigour and no detours.
Read articleThe MCP protocol lets an AI agent read and write to your ERP in real time without ad hoc integrations. Here is what you need to know before you start.
Read articleWe break down the real cost items of an LLMOps project in a 50–250-employee company: infrastructure, team, tools and expected return.
Read articleFrom PDF invoice to accounting entry without touching the keyboard: how automatic data extraction works and what your SME needs to implement it.
Read articleRAG connects a language model to your internal documents so AI answers with real company data, not hallucinations.
Read articleComputer vision inspects 100% of output at line speed, detects defects down to 0.1 mm, and reduces rejects by 30–40% across sectors as different as metal, plastics, and food.
Read articleThree AI platforms dominate the business market in 2025-2026: Claude, ChatGPT and Microsoft Copilot. This comparison explains how they differ, when to choose each one and how to deploy them without friction.
Read articleThree automation platforms, three distinct philosophies: this comparison tells you which one fits your SME and your team.
Read articleWhat the AI Act actually requires from 2 August 2026 and how to get ready without grinding to a halt: a technical guide with checklist for SMEs.
Read articleConcrete AI use cases for real estate and rental agencies: from automatic lead qualification to contract review and 24/7 tenant support.
Read articleWhich AI use cases are already profitable in a tax advisory firm, which are not, and how to deploy them without putting service quality at risk.
Read articleHotels and restaurants in the Canary Islands are already using AI voice agents to handle calls outside business hours, manage reservations and free their teams from repetitive tasks.
Read articleNot every chatbot means improvement: find out under what conditions a virtual assistant delivers real value and when the phone still wins.
Read articleSales forecasting with artificial intelligence is no longer exclusive to large enterprises: which models to use, what data you need and what results to expect.
Read articleKeyword search is no longer enough. Semantic search understands the intent behind a question and returns the right document even when the words do not match.
Read articleAI-powered contract review identifies problematic clauses in minutes — here is how it works, what it detects and where its limits lie.
Read articleTurn millions of opinions, reviews and mentions into actionable business signals with sentiment analysis powered by NLP and artificial intelligence.
Read articleAI can multiply your content output, but without a well-designed brand voice layer the result sounds generic. Here is how to prevent that.
Read articleTwo paths to specialise an AI model for your business: we explain when to use fine-tuning, when to use RAG, and when to combine both.
Read articleArtificial intelligence transforms commercial email and CRM: mass personalisation, less administrative time and more closed deals — with data governance built in from day one.
Read articleAI can classify and file documents in seconds: the technology behind it, how to implement it, and what results to expect in an SME.
Read articleAI voice agents are no longer exclusive to large corporations: we explain real cost ranges, available technologies, and the deployment process for an SME.
Read articleThree automation platforms, three different philosophies: we analyse n8n, Make and Power Automate so you can choose without regret.
Read articleRAG (Retrieval-Augmented Generation) lets an AI model consult your company's documents, manuals and databases in real time before answering — without retraining the model.
Read articleDeploy the model on your own servers or use a cloud provider's API? The choice depends on your data, your regulatory framework and your scale: here is the complete guide.
Read articleAn enterprise copilot connects AI to your organisation's data and processes; ChatGPT knows nothing about your company. We explain the difference and when each option makes sense.
Read articleIntelligent document processing converts paper or PDF invoices into structured data without typing a single field.
Read articleMCP is the protocol that turns your AI into an assistant that genuinely works with your company's systems, without bespoke integrations for every single tool.
Read articleWhich artificial intelligence applications are generating tangible results for SMEs in manufacturing, logistics, professional services and retail in 2025-2026.
Read articleEscalabilidad, eficiencia computacional y arquitecturas.
Read articleFiltering, jailbreak prevention and continuous monitoring.
Read articleRAG, semantic search, clustering avanzado.
Read articleTransfer learning, optimised datasets and validation.
Read articleScoring, default prediction and portfolio analysis.
Read articleCV analysis, turnover prediction and talent development.
Read articlePropensity, lifetime value, lookalike audiences.
Read articleIoT sensors, predictable failures and reduced downtime.
Read articleMedical analysis and accelerated drug discovery.
Read articleAnomaly detection, malware detection and incident response.
Read articleBI, interactive dashboards and data storytelling.
Read articleConversational design, NLU and channel integration.
Read articleIntelligent bots, automated workflows and use cases.
Read articleCompliance, risk levels and legal obligations.
Read articleModel fairness, explainability and accountability.
Read articleClustering, association rules and customer segmentation.
Read articleMapReduce, Spark, data lake y data warehouse.
Read articleARIMA, SARIMA, neural networks and forecasting models.
Read articleCollaborative filtering, content-based filtering and ranking.
Read articleObject detection, OCR, facial analysis and recognition.
Read articleGPT, Claude, prompting efectivo y aplicaciones empresariales.
Read articleSentiment analysis, machine translation and chatbots.
Read articleCNNs, RNNs, transformers and state-of-the-art architectures.
Read articlePrediction, classification, regression and data analysis.
Read articleWeak vs strong AI, machine learning and deep learning.
Read article