Whose consent do you need to deploy AI?

ABBY

This is Agent Mode AI. I'm Abby. Today we're checking AM-120 and OPS-038. They're sibling claims because they describe the same continental European labour-relations surface, observed at two different scales. AM-120 is the multinational view. OPS-038 is the SMB view.

AVERY

I'm Avery. The bridge episode. Set the frame.

ABBY

In continental Europe in 2026, AI deployments touching employee work require labour-side consent before activation. The consent mechanism differs by scale. At the multinational and large-enterprise level, it's the works council. At the SMB level it's the collective agreement, which binds employers in covered sectors regardless of size or association membership. US-headquartered AI vendors are largely unaware of either. The result is a class of stalled rollouts that read as vendor delay and are actually compliance.

AVERY

Walk AM-120 first. The works council surface.

ABBY

Three pieces of statute set the floor across the largest EU markets. Germany: Betriebsverfassungsgesetz Section 87. The works council has co-determination rights — erzwingbare Mitbestimmung — on a list of matters including the introduction and use of technical systems designed to monitor employee behaviour or performance. The phrase has been interpreted broadly by the Federal Labour Court to include any system that captures, processes, or analyses employee work activity. AI assistants and agents that touch employee work fall squarely in scope.

AVERY

Without consent.

ABBY

The employer cannot unilaterally introduce the system. The works council can compel deactivation through the labour courts. Netherlands: Wet op de ondernemingsraden Article 27. The works council has the right of consent — instemmingsrecht — on decisions affecting employment-condition arrangements, working time, performance evaluation, and personal data processing. AI tooling touching any of those surfaces requires consent. Recourse runs through the Ondernemingskamer of the Amsterdam Court of Appeal.

AVERY

And France.

ABBY

France: Code du travail, the Comité Social et Économique provisions. The CSE has consultation rights on important changes to working conditions, including the introduction of new technologies that materially affect employees. The consultation can extend several months and may require the employer to commission an external expertise — expertise comptable — for which the employer pays.

AVERY

What does this look like operationally.

ABBY

The practical implication for a multinational with US headquarters and material EU operations: the German or Dutch business unit takes six to nine months to launch what the US business unit launched in six weeks, and the gap is not vendor capacity. It's the consent process. Most US-headquartered AI vendors do not yet have a customer-success workflow for it. The gap shows up as a class of rollouts that look operational and are actually compliance.

AVERY

Now switch to OPS-038. The SMB version.

ABBY

OPS-038 is the same surface at four-employee scale. In the Netherlands, a CAO — collective labour agreement — that's been declared algemeen verbindend by the Minister of Social Affairs binds every employer in scope, regardless of size or whether the employer is a member of the negotiating association. In Germany, an Allgemeinverbindlich-declared Tarifvertrag does the same. In France, a similar mechanism applies through the Direction générale du travail.

AVERY

So a four-person agency in a covered sector.

ABBY

Is bound by the same provisions a 4,000-person enterprise in the same sector is bound by. AI deployment that displaces administrative work — virtual assistants in particular — triggers job-classification provisions and technology-introduction-consultation channels in many CAOs and Tarifverträge. Most SMB owners are unaware until the first union audit.

AVERY

How is this changing.

ABBY

FNV in the Netherlands, DGB and IG Metall in Germany, CFDT in France — their public activity in this area has shifted from theoretical to operational since 2024. Public statements name AI-VA deployment as an active enforcement priority for 2026.

AVERY

The SMB owner who reads "AI-VA" and thinks "that's enterprise stuff."

ABBY

Is reading the wrong scale. The CAO and the Tarifvertrag don't care that you have four employees. The avv-declaration and the Allgemeinverbindlich-declaration extend the agreement to your business in your covered sector. The first union audit is where the discovery happens. The first union audit is also where it's expensive.

AVERY

Bring the two together.

ABBY

The same labour-relations surface governs AI deployment at the multinational and the SMB. Different consent mechanisms, same underlying right: the labour side has a say before AI changes the work. For US-headquartered AI vendors, this is two different customer-success workflows that don't exist by default in their playbooks. For European operators on either side of the table, it's a planning constraint that needs to land on the project plan from week one, not as a final-step legal review.

AVERY

What happens if you ignore it.

ABBY

At the multinational level: the works council can compel deactivation through the labour courts, retroactively. At the SMB level: the union audit assesses penalties and back-pay where job classifications shifted without proper consultation. Neither is hypothetical in 2026. Both are operationally observable.

AVERY

Verdicts.

ABBY

AM-120 is Holding. The statutory anchors — BetrVG §87, WOR Article 27, French CSE provisions — are settled law. The case-law application to AI tooling is the part that's evolving, but the direction is consistent across jurisdictions. Cadence on this claim is sixty days because the case law is what moves; the statute does not.

AVERY

And OPS-038.

ABBY

OPS-038 is Holding. The avv-declaration and Allgemeinverbindlich-declaration mechanisms are settled. The union enforcement priority on AI-VA deployment is documented through 2024 and 2025 public statements. Cadence is sixty days because the union activity calendar moves on roughly that rhythm.

AVERY

What would change either verdict.

ABBY

For AM-120: a Federal Labour Court ruling that materially narrows BetrVG §87's application to AI tooling, or a similar narrowing decision from the Ondernemingskamer or the French Cour de cassation. None is currently in the published pipeline. For OPS-038: a coordinated union-side de-escalation on AI-VA deployment, or a vendor-side standardisation on co-determination workflows that defuses the trigger before deployment.

AVERY

Final word.

ABBY

The full statutory references, the union activity log, and both claim review dates are at agentmodeai dot com slash holding. The Sunday brief ships every week with what moved on the ledger.

AVERY

Holding-up. See you next Sunday.