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Holding·last review4 May 2026

EU AI Act Annex III point 4 (employment, workers management, recruitment) applies to SMB AI hiring use even at four-employee scale; the threshold does not scale with company size, and the 2 August 2026 enforcement window covers AI-screened CVs in ChatGPT/Claude/Gemini the same way it covers dedicated platforms (Workable, Greenhouse, Lever, BrightHire). The defensible posture is AI-assisted decisions with a documented human decision-maker plus retained AI-output records — not AI-decided hiring. Solely-automated candidate scoring also conflicts with GDPR Article 22; ICO, AP, and Garante guidance from 2024-2025 is consistent on the human-in-the-loop requirement.

Cross-domain: EU AI Act Annex III point 4 hiring categories intersected with SMB tooling reality. Statutory anchors: EU AI Act Regulation 2024/1689 Annex III + Article 99 penalties; GDPR Article 22 right not to be subject to solely automated decisions. Regulatory guidance: ICO AI in recruitment 2024, Dutch AP 2025 framework, Italian Garante 2024 ruling against AI scoring without disclosure. The deployer-side documentation (named human decision-maker + retained AI-output records + AI-disclosure in job advertisements) is what survives the audit at SMB scale. Pairs with AM-120 at the multinational works-council surface and OPS-038 at the SMB collective-agreement surface.

Published
4 May 2026
Last reviewed
4 May 2026
Next review
+17d· 5 Jul 2026
Cohort
1-25p SMB with EU/UK/US hiring
Cadence
60-day
Sample
EU AI Act Annex III + ICO + AP + Garante published guidance
Sibling claim
AM-120Works councils and EU AI agent deployment
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The claim: EU AI Act Annex III point 4 (employment, workers management, recruitment) applies to SMB AI hiring use even at four-employee scale; the threshold does not scale with company size, and the 2 August 2026 enforcement window covers AI-screened CVs in ChatGPT/Claude/Gemini the same way it covers dedicated platforms (Workable, Greenhouse, Lever, BrightHire). The defensible posture is AI-assisted decisions with a documented human decision-maker plus retained AI-output records — not AI-decided hiring. Solely-automated candidate scoring also conflicts with GDPR Article 22; ICO, AP, and Garante guidance from 2024-2025 is consistent on the human-in-the-loop requirement.

About this register

The Operators register tracks claims published from practitioner-advisory pieces addressed to solo founders, micro-SMB, and small businesses up to around fifty people. Claims are reviewed on a 30–45 day cadence — tooling and SMB-relevant pricing shift faster than enterprise procurement signals.

Recent corrections in Operators

  • OPS-068 · Partial · 17 Jun 2026

    Source-text re-review: the '$300-$500 (2024) toward $100-$130 (early 2026)' median trajectory is not stated in either cited source — the Godberry Studios teardown reports stack cost by revenue tier (not a year-over-year median) and BetterCloud's SaaS-industry data covers enterprise spend, not solopreneur AI subscriptions. The compression direction is supported by the Godberry tier data and observable foundation-model bundling; the specific year-anchored median figures are reclassified as source:our-estimate in the article. The load-bearing claim (active compression / category-collapse) holds; status moved to Partial pending a primary source carrying a dated solopreneur-median series.

  • OPS-051 · Partial · 10 Jun 2026

    One named member of the generation cluster was already defunct at publication: Tome shut down its presentation/narrative product (Tome Slides) in March 2025 and pivoted to sales tooling, with the brand later sold to AngelList (deckary.com shutdown timeline; signalhub.substack.com post-mortem, both checked 10 Jun 2026). The generation cluster reduces to Pitch + Gamma. The two-cluster thesis itself is unaffected and arguably strengthened — the pure AI-narrative product failed to find a sustainable business while Gamma (70M users, $100M ARR as of Nov 2025) and the assembly cluster (PandaDoc, Better Proposals, Proposify per Luniq 2026 agency comparison) both compound. Status Up → Partial for the factual error in the tool list.

  • OPS-022 · Partial · 10 Jun 2026

    Vendor attribution error in the claim text. The claim names Polley Faith among 'Spellbook with named small-firm customers Westaway, KMSC Law, Polley Faith'. Polley Faith LLP is a Harvey-listed law-firm customer, not a Spellbook customer: the live Spellbook site (now spellbook.com; spellbook.legal 301-redirects) names Westaway, KMSC Law, and McInnes Cooper with no Polley Faith, and the source article's own body correctly places Polley Faith on Harvey's roster — the claim text and the article excerpt bundled it with the wrong vendor at publish. The remaining legs verify against extracted source text on 10 Jun 2026: Anthropic's GC AI customer story carries 'More than 1,500 companies' and '14 hours saved per week on average ... based on a survey of more than 100 active customers' verbatim; Harvey's published roster (Thompson Hine, Fox Rothschild, Lowenstein Sandler, Polley Faith) matches; ABA Formal Opinion 512 remains the governance baseline. The corpus reading (AI ships at 1-to-20 lawyer scale; privileged work stays on Enterprise-tier zero-retention access) is unaffected. Status Up -> Partial.

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