General description, not legal advice. The applicable rules are those where each person sits, which for a distributed team is several sets at once.
The recurring mistake is to treat European requirements as paperwork to be completed after choosing a product. The sequence runs the other way, and a deployment that begins at the last step spends the following year working backwards.
The order that works
Write the purpose. Choose the least intrusive means that serves it. Assess it, in writing, weighing what you gain against what it costs the people affected. Consult worker representatives where they exist, which in several countries means obtaining agreement rather than giving notice. Tell people specifically what is collected and why. Then deploy.
Each step constrains the next, which is why the order matters. A product chosen first will define the purpose, and an assessment written afterwards is a justification rather than an assessment.
Consent is not the mechanism
The point that catches employers repeatedly: European data protection authorities take the position that consent from an employee is rarely freely given, because refusal carries consequences. A signature collected at onboarding does not do the work people expect of it, and the usual basis is a legitimate interest that has been assessed and documented.
The practical consequence is that the assessment is the deliverable. It is what a regulator asks for, and it is what a works council reads.
Distributed means several regimes at once
A team spread across countries is subject to the rules where its members are, and those differ in ways that matter: whether a representative body must agree, how systematic monitoring is treated, what the notice must contain, and whether specific national employment provisions add requirements above the general regime.
The workable approach is to design to the strictest applicable requirement rather than to maintain several configurations. Uniformity is easier to run, easier to explain and considerably easier to defend.
Automated decisions carry their own constraint
Where a system produces a score that feeds a decision about a person, additional requirements can apply, and the threshold is whether the decision has legal or similarly significant effects. Ranking used to select people for redundancy, for discipline, or for renewal is squarely in that territory.
The practical position is that a monitoring score should inform a human decision rather than produce one, that the human should have the material and the ability to disagree with it, and that the disagreement should be recorded. That arrangement is also better practice independently of the law, for the reasons in the article on what cannot be measured.
Aggregate-only analytics, no individual view
- Best forProcess questions, which is what most deployments are actually for
- PricingStandard tier of most products, with individual views disabled
- StandoutAnswers the question while sharply reducing what has to be assessed and justified
- Watch out forSomebody will ask for the individual view later, and the answer has to be decided now
Time and project recording only
- Best forBilling, allocation and capacity questions
- PricingThe lowest tier in the market
- StandoutMinimal capture, easy to explain, and rarely contentious with representatives
- Watch out forDoes not address security concerns, if that is what the requirement was really about
Employee-visible dashboards as a requirement
- Best forAny deployment where the people monitored are professionals who will stay or leave
- PricingA feature, not a tier, in most products
- StandoutSatisfies transparency obligations and independently improves the data quality
- Watch out forIt tells people precisely what is measured, which the article on targets says they will optimise
Full endpoint capture with screenshots
- Best forCases with a specific, documented security requirement
- PricingMid to high tier
- StandoutThe only class that meets a genuine insider-risk obligation
- Watch out forThe heaviest to assess, the most likely to require consultation, and the hardest to defend as proportionate
The artefacts to produce, in order
A purpose statement of one paragraph. A written assessment weighing the interference against the aim. A record of consultation where it applies. A notice that a person could actually understand, given at hiring and again when the configuration changes materially. A retention schedule per data category. And a documented access model naming which roles may see material identifying an individual.
That set is the deliverable in every European deployment, and it is substantially the same set that makes a deployment defensible anywhere else.
Ask whether the product can serve a person's own data
Rights of access apply, and it is a procurement question rather than a legal one whether the tool can export everything held about one named person without exposing anybody else. Ask for a demonstration. Tools that cannot do it turn an obligation into an engineering project at the worst possible moment.
What we cannot verify
This is a general summary of moving law across several jurisdictions, simplified to show the structure; national provisions, collective agreements and sector rules can be stricter. Nothing here is advice and no deployment can be judged from it. Product capabilities are described by their vendors and we have tested none.
The short version
- The sequence runs purpose, means, assessment, consultation, notice, then deployment.
- A product chosen first defines the purpose, and a later assessment is a justification.
- Consent from an employee is rarely freely given, so the assessment is the deliverable.
- A distributed team is subject to several regimes, so design to the strictest.
- Aggregate-only answers most questions and sharply reduces what must be justified.
- Ask for a demonstration that one person's data can be exported on request.