---
title: "Resources | Avanti Technologies"
description: "Practical, plain-English guides from Avanti Technologies — data protection, AI regulation, machine learning, manufacturing and the systems that keep you compliant."
url: https://www.avanti.ie/resources
section: "Knowledge base"
published: 2026-07-20
modified: 2026-08-05
publisher: "Avanti Technologies"
---
// Knowledge base

# Resources

// AI, data protection & regulation

[Interactive Tool · ComplianceEU AI Act + GDPR Product AssessorScreen a product against the EU AI Act and GDPR in a few minutes and generate an auditable gap report with legal references — a self-assessment tool, not a substitute for legal advice.Run the assessment →](https://www.avanti.ie/resources/eu-ai-gdpr-assessor)[Field Notes · System ArchitectureThe most successful AI systems use the least AIHumans, rules, machine learning or generative AI — choosing where AI belongs is an engineering trade-off across accuracy, cost, complexity and risk. A CXO-level framework, with a decision tree and where projects actually die.Read the article →](https://www.avanti.ie/resources/successful-ai-least-ai)[Briefing · AI InfrastructureTraining large language models: a briefing for European leadersWhat pre-training, post-training and evaluation actually involve — and what they mean for compute investment, data governance and talent decisions in Ireland and the EU.Read the briefing →](https://www.avanti.ie/resources/training-large-language-models)[CXO Guide · Machine LearningMachine learning, minus the mystiqueWhat machine learning actually is, where it earns money in a 20–250 person European business, what a first project really costs, and what the EU rulebook asks of you as it stands in August 2026.Read the guide →](https://www.avanti.ie/resources/machine-learning-for-eu-smes)[Research Note · StrategyBuild, buy, or partnerWhere deep-tech AI startups should own the stack, where they should rent it, and where ownership has quietly stopped being an option. Covers cost dynamics, regulatory obligations, licence-and-hire structures, and decision protocols.Read the research note →](https://www.avanti.ie/resources/build-buy-partner)[White Paper · ManufacturingOptimising fabrication for cost and deliveryHow AI, machine learning and software engineering can cut avoidable cost and shorten lead times for Irish and EU metal fabricators — with a reference architecture and a 90-day pilot plan.Read the white paper →](https://www.avanti.ie/resources/fabrication-cost-and-delivery)[Field Notes · Enterprise AITwo disciplines, one goal: lowering AI riskHow AI governance and security differ, what each one guards against, and how to combine them into a single layered defence.Read the article →](https://www.avanti.ie/resources/ai-governance-security)[Practical Guide · 2026GDPR & the new rules of dataA plain-English handbook for SMEs — and how the AI Act, Data Act and a wave of new regulation now sit on top of it.Read the guide →](https://www.avanti.ie/resources/gdpr)