marketing-loops · loop-guardrails

Loop Guardrails & Compliance

Loops act on a schedule, often on customer data, sometimes with money or a public voice. This reference consolidates the safety rules that keep autonomous loops from doing harm. Apply it to every loop that sends, spends, publishes, or touches personal data.

The two-tier action model

Classify every action a loop can take:

Tier 1 — Autonomous-safe (a loop may do these unattended):
read data, analyze, diff, score, draft, and stage work for review.

Tier 2 — Gated (require a human checkpoint by default):
spend money, shift budget, send messages, publish anything public, delete/suppress records, change live account settings.

A Tier-2 action may run without a per-action human check only if the user has explicitly authorized it and it's bounded by caps + an allowlist (below). Absent that, the loop stages a draft and a human approves.

Spend guardrails (ad-fatigue, paid-search, retargeting, expansion)

Hard caps: a daily/weekly spend ceiling the loop can never exceed; halt and alert if approached.
Per-run change limit: cap how much budget can move in one run (e.g., ≤20%), so a bad read can't reallocate everything.
Allowlist: only specified accounts/campaigns are eligible for autonomous changes; everything else is staged.
Directional guardrails: judge paid changes on revenue/ROAS, not just CTR/CPA — never optimize a proxy metric into a revenue loss.

Publish & send guardrails (email, social, PR, community, reviews)

Default to a staging queue + human approval for anything public or outbound. Auto-drafting is fine; auto-publishing is not, unless explicitly authorized.
Volume caps: per-run and per-recipient limits so a loop can't blast a list or over-post a channel.
Suppression first: always check suppression/unsubscribe/do-not-contact lists before sending.
No auto-posting where detection/ToS bites: owned social, press pitches, and community replies are staged for a human (bot detection + brand risk).

Compliance

Match each rule to the loops it governs:

CAN-SPAM / CASL (email/SMS loops — lifecycle, re-engagement, churn, trial, dunning, referral): honor unsubscribes immediately and permanently; include a working unsubscribe + physical address; identify the sender; don't email/text without a lawful basis or consent; scrub against suppression every send.
GDPR / CCPA (any loop touching personal data): process on a lawful basis; get consent for EU marketing; honor deletion and opt-out requests; minimize data pulled and retained; don't repurpose data beyond its collected purpose.
FTC (review-and-UGC-harvest, referral, social): disclose material connections and incentives (#ad, "I was compensated"); only use testimonials with permission; no fabricated or cherry-picked-to-mislead claims.
Platform ToS (social-listening, community-engagement, review-site-management, scraping-based loops): respect rate limits and automation rules; follow review-platform response policies; don't scrape or auto-act where prohibited.

When a loop can't confirm consent, permission, or ToS-compatibility, its stop condition is don't act — stage for a human instead.

PII handling

Don't log raw PII in loop state or run logs — use internal IDs or hashes.
Pull the minimum personal data needed to make the decision; don't hoard it in state.
Keep exports and drafts out of shared/synced locations unless intended.

Always-escalate list

These never run fully autonomously — route to a human regardless of authorization:

Negative or crisis brand mentions; responses to complaints or legal/medical/financial-sensitive issues.
Newsjacking angles (see the veto list in the catalog) — human approval before any pitch/post.
High-value or strategic accounts (enterprise, at-risk logos).
Anomalies in revenue or ad spend — flag immediately, don't self-correct.
Anything that would delete data or contact a large audience at once.

Kill switch

Every scheduled loop needs a manual off switch, and you should know how to stop all loops fast (disable the schedule / cron, or a global flag the loop bodies check). Document it where the loops are scheduled. A loop you can't stop quickly is a liability.

Pre-launch guardrail checklist

Before scheduling any loop that sends, spends, publishes, or touches personal data:

Every action is classified Tier 1 (auto) or Tier 2 (gated).
Tier-2 actions are staged for approval — or bounded by explicit authorization + caps + allowlist.
Spend loops have a hard cap and a per-run change limit.
Send loops check suppression/unsubscribe and have volume caps.
Applicable compliance rules (CAN-SPAM/GDPR/FTC/ToS) are satisfied, with "don't act" as the fallback.
No raw PII in state or logs.
The always-escalate cases route to a human.
There's a documented kill switch.