Skip to content
Holding·last review12 May 2026

A solo agency delivering AI-assisted work to a client needs four contract clauses by Aug 2026 — disclosure of AI use, IP warranty carve-out for AI-generated portions, training-data exclusion of client materials, and a liability cap tied to fee paid — without which the agency carries strict liability under EU AI Act Article 50 plus contract-law warranty exposure on copyright.

Operators register, Risk and Governance cross-category. Reader cohort: solo or 2-10-person agency (design, dev, copy, marketing) delivering AI-assisted artifacts to clients; EU and UK primary; €50-€500/hr rate band. Cadence 30-day through Aug 2026 (Article 50 secondary acts and EC implementation guidance expected through 2026); then 45-day. Anchor sources cited inline: EU AI Act Article 50 (EUR-Lex official text, Regulation 2024/1689), UK IPO consultation on AI and copyright, US Copyright Office AI guidance Mar 2023 + updates, WIPO AI policy tracker, SCL templates, Bird & Bird / Pinsent Masons / Stibbe AI briefings. Four-clause framing: (1) disclosure in SOW for Article 50 transparency; (2) IP warranty carve-out for AI-generated portions in MSA/addendum; (3) training-data exclusion binding agency to business-tier or API configs in MSA/addendum; (4) liability cap at fees-paid-prior-6-months confirmed to cover AI-deliverable disputes. Trigger conditions to revisit before next cadence: (a) EC publishes Article 50 implementation guidance on what 'clear and distinguishable' deployer disclosure requires — updates Clause 1 skeleton; (b) UK IPO consultation concludes with position on Section 9(3) CDPA for generative AI — updates Clause 2 skeleton for UK-serving agencies; (c) US Copyright Office issues updated guidance narrowing or extending protection for AI-generated outputs with material human editorial input — updates Clause 2 framing for US-client work; (d) first named EU or UK court ruling on AI-deliverable copyright — would sharpen Clause 2 carve-out materially; (e) Anthropic or OpenAI changes default training-data exclusion terms on business or API tiers — updates Clause 3 named configurations. Sister claims: OPS-018 (1-page AI policy for small business — internal governance side), OPS-039 (AI invoicing and VAT compliance — operator-selling side), AM claim on EU AI Act Article 50 (enterprise deployer framing).

Published
12 May 2026
Last reviewed
12 May 2026
Next review
+29d· 11 Jun 2026
Cohort
solo or 2-10-person agency, EU and UK, €50-500/hr rate band
Cadence
30-day through Aug 2026, 45-day from Sep 2026
Sibling claim
OPS-0181-page AI policy for small business
Embed this claimiframe + oEmbed
HTML iframe
Paste-the-URL (Substack, Medium, Notion, WordPress)

The card auto-updates when the claim's status, last-reviewed date, or correction log changes. Embedders never need to refresh — the card is rendered live from the canonical record.

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-036 · Partial · 29 Apr 2026

    Initial publication 29 Apr 2026. Status set to Partial at publication because clause 6 commentary references an order-of-magnitude remediation-cost gap derived from the IAPP 2024 AI Governance Profession Report; the report characterises the gap as material but does not publish a precise multiple, so the wording is annotated source: our-estimate. REVIEW: Peter to source a precise figure or amend the commentary.

  • OPS-035 · Holding · 29 Apr 2026

    Initial publication 29 Apr 2026. Status set to Partial at publication because category 5 lacks the same regulatory/cited-consequence anchor as categories 1-4. REVIEW: Peter to confirm category 5 evidence base and either upgrade to Holding (with strengthened citation) or amend the claim to four categories.

  • OPS-034 · Holding · 29 Apr 2026

    Initial publication 29 Apr 2026 with status=partial. Cost-side claims (vendor pricing) verifiable against the four cited pricing pages on the publication date. Time-recovery claim (90+ min compressed to ~20 min) drawn from published productivity-blogger benchmarks rather than Peter-run measurement; first-cohort replication on the publication's tracked operator cohort due by 13 Jun 2026. REVIEW: Peter.

Reviews coming up in Operators

  • OPS-005 · Holding · next +13d (26 May 2026)

    At sub-1M tokens per month (typical SMB agent volume) in 2026, the absolute dollar gap between Claude Haiku 4.5, GPT-4o…

  • OPS-003 · Holding · next +13d (26 May 2026)

    For a solo founder choosing exactly one consumer AI subscription at around $20/month in 2026, the choice between Claude…

  • OPS-002 · Holding · next +13d (26 May 2026)

    For a 5-person consultancy already on either Notion or ClickUp in 2026, the AI features alone do not justify a workspac…