Done-for-you offer · Fractional CMO with AI Swarm · llm-semantic-compliance-scoring skill
Completions builds the semantic LLM compliance scoring — bundled with loop 14 rule extraction on the compliance overlay
You publish 5,000-50,000 marketing artifacts per month across 50-1,500 locations under HIPAA + FDA OPDP + DEA + ATF + state cannabis Metrc 12-state + DISCUS alcohol + FDA tobacco + state licensing board + FTC + EU AI Act + GDPR + CCPA + FINRA + SEC + Lanham Act + ADA + FDD overlap. Your counsel demands per -artifact decision-record. Your compliance officer demands per-vertical severity routing. Your CMO demands sub-5-second latency so content does not stall. Completions builds the llm-semantic-compliance-scoring skill on the compliance -overlay-manager agent end-to-end with LLM-as-judge ensemble scoring + per-jurisdiction rule extraction + per-vertical severity routing + per-artifact WORM-storage decision-record. You keep every artifact. You keep the rule library. You keep the ability to in-house at any time.
Published September 24, 2026
What we operate every week
Per-artifact semantic compliance scoring via LLM-as-judge ensemble (GPT-5 + Claude Opus 4.7 + Gemini Ultra + Llama -405B-Instruct + Mistral-Large + Cohere-Command-R-Plus + open-weights model registry) with per-jurisdiction prompt template + per-vertical scoring rubric + per-rule pass/ fail/borderline classification + per-rule severity tier (catastrophic + serious + moderate + minor) + per-rule explainability output.
Per-jurisdiction rule extraction pipeline ingests HIPAA Privacy + Security + Breach Notification + FDA OPDP Fair Balance/Material Risk/Substantial Evidence + DEA Schedule II-V + ATF + state cannabis Metrc 12-state + DISCUS alcohol + FDA tobacco + state licensing board + FTC Section 5 + FTC Endorsement Guides + FTC fake-review rule + Magnuson -Moss + state lemon law + California Prop 65 + WEEE/RoHS/ REACH + EU AI Act Article 5/13/14/15/22/50 + GDPR Article 6/9/17/21/22/30 + CCPA + 11 state-rights-acts + TCPA + CAN -SPAM + 10DLC + CASL + UK PECR + EU ePrivacy + SOX 404 + GAAP ASC 606 + IFRS 15 + SEC Reg FD/G + Item 7 MD&A + FINRA Rule 2210/2241/4511/3110 + Lanham Act + ADA Title III Robles + Tarasoff + 988 + APS/CPS + FinCEN SAR + CFPB + ATF/NICS + Poison Control + CIRCIA + FDD Item 5/6/11/12/ 16/19/20.
Per-vertical severity routing emits routing decision (auto -approve + queue-for-human-review + auto-block + escalate -to-counsel + escalate-to-officer) based on per-rule severity tier × per-artifact distribution surface × per -jurisdiction exposure.
Per-artifact compliance decision-record persists with WORM -storage + per-rule citation + per-rule rationale + per -reviewer signature + per-artifact final-state for SEC + FINRA + SOX + HIPAA + FDA + state-attorney-general audit.
Why in-house breaks at multi-location regulated-content scale
Per-artifact semantic compliance scoring across 5,000 -50,000 artifacts per month × 7-model LLM-as-judge ensemble × per-jurisdiction prompt template requires production LLM infrastructure. Per-jurisdiction rule extraction across 50+ rule sources × per-vertical scoring rubric × per-rule pass/fail/borderline classification requires legal -engineering capacity with attorney-approved-update protocol. Per-vertical severity routing across 5 routing decisions requires production routing infrastructure. Per -artifact compliance decision-record with WORM-storage requires retention infrastructure. Per-model drift detection across 7 models requires model-evaluation infrastructure with golden-set regression testing. Per -rule update protocol across monthly HIPAA + FDA + state -AG + EU AI Act updates requires legal-vendor coordination. Cross-agent swarm coordination with brand-voice-spec + brand-spec-gate + tiered-pre-filter + multi-stream-severity -routing siblings requires orchestration capacity.
Completions absorbs all seven axes under one Tier 3 Fractional CMO with AI Swarm engagement. The embedded executive (1-2 days/wk) coordinates the scoring stack across the compliance-overlay-manager agent + brand-voice -spec + brand-spec-gate + tiered-pre-filter + multi-stream -severity-routing siblings.
How the engagement progresses
Tier 1 AI Readiness Assessment ($10k, 2-3 weeks, diagnostic). Completions audits the operator current compliance scoring operation across seven axes — per-artifact LLM-as-judge coverage + per-jurisdiction rule extraction maturity + per-vertical severity routing + per -artifact compliance decision-record + per-model drift detection + per-rule update protocol + cross-agent swarm coordination. Deliverable: gap-pack report.
Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks, build with 30-day operating tail). Completions builds the LLM-as-judge compliance scoring stack on operator infrastructure — llm-semantic-compliance-scoring + per-jurisdiction-rule-extraction + per-vertical-severity -routing + per-artifact-decision-record on compliance -overlay-manager agent + tiered-pre-filter-deterministic -gates on brand-spec-gate + multi-stream-severity-routing on anomaly-detection + per-platform-compliance-gating on social-posts-gate + per-vertical-overlay-template on overlay-template-registry.
Tier 3 Fractional CMO with AI Swarm ($15-25k/ month, 6-month minimum, 1-2 days/wk embedded). Completions continues operating the scoring stack with weekly per-rule update + monthly per-model drift detection + quarterly per -vertical severity routing refresh + per-event audit-trail review + cross-agent swarm coordination.
Frequently asked
What does "Completions builds semantic LLM compliance scoring — bundled with loop 14 rule extraction on the compliance overlay" actually deliver?
Completions builds and operates LLM-as-judge semantic compliance scoring + per-jurisdiction rule extraction + per-vertical severity routing + per-artifact compliance decision-record across the operator multi-location content operation. Per-artifact semantic compliance scoring via LLM-as-judge ensemble (GPT-5 + Claude Opus 4.7 + Gemini Ultra + Llama-405B-Instruct + Mistral-Large + Cohere-Command-R-Plus + open-weights model registry) with per-jurisdiction prompt template + per-vertical scoring rubric + per-rule pass/fail/borderline classification + per-rule severity tier (catastrophic + serious + moderate + minor) + per-rule explainability. Per-jurisdiction rule extraction pipeline ingests HIPAA Privacy Rule + Security Rule + Breach Notification Rule + FDA OPDP guidance (Fair Balance + Material Risk + Substantial Evidence) + DEA Schedule II-V advertising restrictions + ATF firearms/ammunition advertising rules + state cannabis Metrc 12-state advertising restrictions + DISCUS alcohol advertising code + FDA tobacco advertising restrictions + state licensing board advertising rules + FTC Section 5 deceptive practices + FTC Endorsement Guides + FTC fake-review rule + Magnuson-Moss Warranty Act + state lemon laws + California Prop 65 + WEEE/RoHS/REACH + EU AI Act Article 5/13/14/15/22/50 + GDPR Article 6/9/17/21/22/30 + CCPA + 11 state-rights-acts + TCPA + CAN-SPAM + 10DLC + CASL + UK PECR + EU ePrivacy + SOX Section 404 + GAAP ASC 606 + IFRS 15 + SEC Reg FD/G + Item 7 MD&A + FINRA Rule 2210/2241/4511/3110 + Lanham Act + ADA Title III Robles + Tarasoff + 988 + APS/CPS + FinCEN SAR + CFPB + ATF/NICS + Poison Control + CIRCIA + FDD Item 5/6/11/12/16/19/20. Per-vertical severity routing emits routing decision (auto-approve + queue-for-human-review + auto-block + escalate-to-counsel + escalate-to-officer) based on per-rule severity tier × per-artifact distribution surface × per-jurisdiction exposure. Per-artifact compliance decision-record persists with WORM-storage + per-rule citation + per-rule rationale + per-reviewer signature + per-artifact final-state for SEC + FINRA + SOX + HIPAA + FDA + state-attorney-general audit. Operator team owns the rule library + decision-record + audit infrastructure. Completions owns the swarm orchestration on the compliance-overlay-manager agent.
Why does in-house LLM-as-judge compliance scoring break at multi-location regulated-content scale?
In-house operation at multi-location regulated-content scale fails on seven axes: (1) per-artifact semantic compliance scoring across 5,000-50,000 artifacts per month × 7-model LLM-as-judge ensemble × per-jurisdiction prompt template requires production LLM infrastructure with model-routing + retry + idempotency unstaffable by internal teams; (2) per-jurisdiction rule extraction across 50+ rule sources × per-vertical scoring rubric × per-rule pass/fail/borderline classification × per-rule severity tier requires legal-engineering capacity with attorney-approved-update protocol; (3) per-vertical severity routing across 5 routing decisions × per-rule severity tier × per-artifact distribution surface × per-jurisdiction exposure requires production routing infrastructure; (4) per-artifact compliance decision-record with WORM-storage + per-rule citation + per-rule rationale + per-reviewer signature requires retention infrastructure with SOX 404 + HIPAA + FDA + SEC + FINRA audit-trail discipline; (5) per-model drift detection (GPT-5 + Claude Opus 4.7 + Gemini Ultra version updates change scoring behavior week-over-week) requires production model-evaluation infrastructure with golden-set regression testing; (6) per-rule update protocol (HIPAA + FDA + state-AG + EU AI Act rules update monthly) requires legal-vendor coordination; (7) cross-agent swarm coordination with brand-voice-spec + brand-spec-gate + tiered-pre-filter + multi-stream-severity-routing siblings requires orchestration capacity. Completions absorbs all seven axes under one Tier 3 Fractional CMO with AI Swarm engagement.
What does the engagement look like across Tier 1 → Tier 2 → Tier 3?
Tier 1 AI Readiness Assessment ($10k, 2-3 weeks, diagnostic): Completions audits the operator current compliance scoring operation across seven axes — per-artifact LLM-as-judge coverage + per-jurisdiction rule extraction maturity + per-vertical severity routing + per-artifact compliance decision-record + per-model drift detection + per-rule update protocol + cross-agent swarm coordination. Deliverable: gap-pack report. Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks, build with 30-day operating tail): Completions builds the LLM-as-judge compliance scoring stack on operator infrastructure — llm-semantic-compliance-scoring + per-jurisdiction-rule-extraction + per-vertical-severity-routing + per-artifact-decision-record on compliance-overlay-manager agent + tiered-pre-filter-deterministic-gates on brand-spec-gate + multi-stream-severity-routing on anomaly-detection + per-platform-compliance-gating on social-posts-gate + per-vertical-overlay-template on overlay-template-registry. Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded): Completions continues operating the scoring stack with weekly per-rule update + monthly per-model drift detection + quarterly per-vertical severity routing refresh + per-event audit-trail review + cross-agent swarm coordination.
Who owns the LLM-as-judge prompts, rule library, decision records, and audit trail?
Operator owns 100% of every artifact: LLM-as-judge prompt library (in operator repo with version control), per-jurisdiction rule library (in operator repo with attorney-approved updates + per-rule effective-date + per-rule jurisdiction tag + per-rule severity tier), per-vertical scoring rubric (in operator repo with vertical-counsel-approved updates), per-vertical severity routing config (in operator repo with operator-counsel-approved updates), per-artifact compliance decision-record (in operator retention infrastructure on operator cloud account with WORM-storage when SOX 404 + HIPAA + FDA + SEC + FINRA retention required), per-model drift detection harness (in operator repo with golden-set regression testing), per-rule update protocol (legal-vendor coordination with operator-counsel), brand spec (versioned in operator repo), LLM model API credentials (under operator billing with operator-controlled budget alert), audit trail (retention infrastructure on operator cloud account with WORM-storage). Completions owns: the orchestration knowledge — how to design LLM-as-judge prompt ensembles + how to tune per-jurisdiction rule extraction pipelines + how to debug per-vertical severity routing cascades + how to coordinate the scoring stack with brand-voice-spec + brand-spec-gate + tiered-pre-filter + multi-stream-severity-routing siblings. The operator can in-house at any time; Completions credentials revoke immediately on engagement-end.
What KPIs will Completions commit to on Tier 3 engagement?
Typical Tier 3 commitments: (1) per-artifact LLM-as-judge coverage at 99.9-percent target across all distribution surfaces; (2) per-jurisdiction rule extraction coverage at 100-percent target across 50+ rule sources; (3) per-rule severity tier classification accuracy at 95-percent target measured against attorney-graded golden set; (4) per-vertical severity routing decision latency under 5-second p99 for 5,000-50,000 monthly artifacts; (5) per-artifact compliance decision-record persistence at 100-percent target with WORM-storage verification; (6) per-model drift detection coverage at 100-percent target across 7-model LLM-as-judge ensemble; (7) per-rule update protocol cadence adherence at 100-percent target across monthly HIPAA + FDA + state-AG + EU AI Act + FINRA updates; (8) per-vertical false-positive rate under 3-percent target (over-blocking compliant content); (9) per-vertical false-negative rate under 0.1-percent target (under-blocking non-compliant content); (10) cross-agent swarm coordination latency under 2-second end-to-end. Each KPI measured against pre-engagement baseline.
How does engagement end and what is the operator transition path?
Tier 3 engagements are 6-month minimum with 90-day notice. At engagement end, Completions transitions the LLM-as-judge compliance scoring operation back to operator in-house in 30-60 days: operating-playbook hand-off + in-house staff training across 3-5 operator team members covering per-artifact LLM-as-judge scoring + per-jurisdiction rule extraction + per-vertical severity routing + per-artifact compliance decision-record management + per-model drift detection + per-rule update protocol + cross-agent coordination + LLM-as-judge prompt library hand-off + per-jurisdiction rule library hand-off + per-vertical scoring rubric hand-off + per-vertical severity routing config hand-off + audit trail hand-off with WORM-storage operator-account-ownership confirmation + LLM model API credentials hand-off + per-rule update protocol legal-vendor coordination hand-off; Completions credentials revoke immediately on engagement-end. Operator can re-engage Completions at any time on Tier 1 or Tier 2 cadence.
Engage Completions
Start with the AI Readiness Assessment (Tier 1, 2-3 weeks, $10k). If your operation is ready to absorb the LLM-as -judge compliance scoring stack, the assessment hands off to the AI Swarm Setup Sprint (Tier 2, 4-8 weeks, $25-50k). If your operation needs ongoing orchestration after Tier 2 hand-off, the scoring stack continues under Fractional CMO with AI Swarm (Tier 3, 6-month minimum, $15-25k/month, 1-2 days/wk embedded). Operator owns every artifact at every tier. Operator can in-house at any time.