EU AI Act: A No-Code Survival Guide for Every Company

Why 2 August 2025 matters—even if you never write a line of code

The EU AI Act is already law, but on 2 Aug 2025 two things switch on that touch any organisation operating in—or selling to—the EU:

  1. General-purpose AI (GPAI) transparency duties—vendors must hand over a technical dossier that explains training data, energy use and testing. Customers can (and should) demand it. (digital-strategy.ec.europa.euartificialintelligenceact.eu)
  2. A new enforcement plumbing—national AI authorities and the EU AI Office gain power to ask you for logs or risk assessments, even if the model came from a third-party supplier. Fines start at €7.5 m or 1 % of global revenue, and rocket to €35 m / 7 % for using a system on the prohibited list (e.g. social scoring, real-time biometric tracking). (holisticai.comartificialintelligenceact.eu)

A recent survey found that two-thirds of European firms still don’t understand their obligations. (reuters.com)
Here’s a one-month plan that keeps you out of that statistic—no engineering degree required.


30-Day AI-Act Readiness Calendar

WeekGoalKey actions
1 — Take StockSee where AI hides1) List every tool or service that claims to use AI—HR screeners, chat-bots, analytics, even grammar checkers.2) Mark where personal data flows in or decisions are automated.
2 — Rank the RisksSort into tiersApply the Act’s four risk buckets:• Banned (walk away).• High-risk (extra controls due 2027).• Limited-risk (add disclaimers).• Minimal-risk (monitor).
3 — Vendor & Insurer TalksPush paperwork uphill• Send the Vendor Cheat-Sheet (next section).• Ask cyber-insurer how AI incidents affect premiums.• Draft contract addendum: supplier pays if dossiers/ logs are missing.
4 — Document & BriefProve diligence• Fill in the Board Brief Template (see end).• File your inventory and risk ranking with compliance.• Book a 30-minute slot at the next board or exec meeting.

Ask-Your-Vendor Cheat-Sheet

Copy-paste these five questions into every RFP or renewal email:

  1. Show the last bias or robustness test report for this model.
  2. Where is the training data stored and for how long?
  3. How can we access the technical dossier if regulators ask?
  4. What logging is available to trace individual outputs?
  5. If the model is re-trained, how will you alert us and ship a new dossier?

If a supplier balks, mark the tool High-risk by default and escalate.


Spotlights: High-Risk Triggers by Business Function

FunctionTriggerDoDon’t
HRAutomated résumé scoringKeep a human override and record when it’s usedInfer emotions from video interviews (banned)
MarketingPersonalised ad targetingEnsure consents match GDPR profilesUse algorithms that rank customers by “credit worthiness” without audit
Customer SupportChat-bots that give legal or medical advicePost a clear “AI-generated” label and escalation pathLet bots make binding contract changes
Physical SecurityCCTV analyticsLimit to object detection (e.g. intrusion)Deploy real-time face ID in public spaces (prohibited social scoring)

Red-Flag Playbook for Executives

Walk away—or set aside a big compliance budget—if you tick two or more of these:

  • No data lineage: supplier can’t trace training data → impossible to defend in audit.
  • Zero log retention: can’t reproduce an output within seven days → liability ↑.
  • Shadow IT: critical AI tool on a personal cloud account → insurance may refuse cover.
  • Unreal timeline: “Go live next month” but no budget for risk assessment → fines risk.
  • Sector landmines: hiring, credit, border control or biometric security with no legal review → maximum penalty zone (€35 m/ 7 %). (holisticai.com)

One-Page Board Brief Template

FieldFill in
Top 3 AI Usese.g. Résumé filter, CRM chatbot, CCTV analytics
Risk TierHigh / Limited / Minimal
Mitigation OwnerDept lead or vendor
Budget Needed (2025-26)
Evidence on FileInventory, risk screen, vendor dossiers, logs
Next Review Datedd/mm/2025

Print it, attach supporting docs, and the board can see at a glance whether the company is ready—or at risk.


Closing: Keep It Boring

The EU AI Act is long, but compliance is 80 % sensible process: know what you use, ask suppliers tough questions, keep proof on file, and steer clear of the banned fringe. Do that, and 2 August 2025 becomes just another Friday—no drama, no seven-figure fines.

For ongoing updates, bookmark the European Commission’s AI Act page and the independent implementation timeline—they publish fresh guidance almost weekly. (digital-strategy.ec.europa.euartificialintelligenceact.eu)

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