Done-for-you offer · Fractional CMO with AI Swarm · save-flow-propensity-scoring skill · Pre-action decision
Completions builds save-flow propensity scoring — 🎯 17th 4-skill bundle on subscription-agent + 🎯 Closed -loop-with-feedback family 8th variant + 🎯 Save-Flow propensity-decision mechanic NEW + 🎯 Pre-action decision mechanic taxonomy emerging
You operate 50-1,500 locations × per-cancel-intent per -subscriber save-flow dependency. Per-cancel-intent per -subscriber save-flow propensity scoring without governance fragments per-cancel-intent per-subscriber capture + scoring + routing + attestation. Completions builds the save-flow-propensity-scoring 4-skill bundle on the subscription-agent end-to-end. 🎯 17th 4-skill bundle on subscription-agent (subscription-agent tier-2 4-skill bundle host). 🎯 Closed-loop-with-feedback family 8th variant (Closed-loop family is the most -extended canonical-topology family at 8 variants in catalog). 🎯 Save-Flow propensity-decision mechanic NEW (FIRST Save-Flow propensity-decision mechanic in catalog — propensity-scoring happens BEFORE the routing -decision). 🎯 Pre-action decision mechanic taxonomy emerging (NEW canonical-decision-mechanic taxonomy in catalog — Pre-action vs Post-action; 3 instances now form the emerging taxonomy). You keep every artifact.
Published September 24, 2026
Frequently asked
What does "Completions builds save-flow propensity scoring — 17th 4-skill bundle on subscription-agent + Closed-loop-with-feedback family 8th variant + Save-Flow propensity-decision mechanic NEW + Pre-action decision mechanic taxonomy emerging" actually deliver?
Completions builds and operates per-cancel-intent per-subscriber cancel-intent-capture + save-propensity-scoring + save-offer-routing + attestation across the subscription-agent. Per-cancel-intent per-subscriber cancel-intent-capture (skill 1) captures per-cancel-intent per-subscriber cancel-intent across 50-1,500 locations × per-cancel-intent per-subscriber 10+ intent-sources (per-cancel-intent per-subscriber in-app-cancel-flow-start + per-cancel-intent per-subscriber email-cancel-link-click + per-cancel-intent per-subscriber SMS-cancel-reply + per-cancel-intent per-subscriber outbound-call-cancel-request + per-cancel-intent per-subscriber chargeback-initiated + per-cancel-intent per-subscriber payment-method-removed + per-cancel-intent per-subscriber pause-requested + per-cancel-intent per-subscriber downgrade-requested + per-cancel-intent per-subscriber feedback-flag-negative + per-cancel-intent per-subscriber NPS-detractor-signal). Per-cancel-intent per-subscriber save-propensity-scoring (skill 2 — SAVE-FLOW PROPENSITY-DECISION MECHANIC NEW) scores per-cancel-intent per-subscriber save-propensity BEFORE the action with per-cancel-intent per-subscriber save-success-probability + per-cancel-intent per-subscriber save-offer-elasticity + per-cancel-intent per-subscriber per-segment-historical-success + per-cancel-intent per-subscriber per-LTV-tier-priority + per-cancel-intent per-subscriber per-cohort-signal — distinguishing pre-action decision-mechanic from prior post-action mechanics (this skill emerges Pre-action decision mechanic taxonomy in the catalog). Per-cancel-intent per-subscriber save-offer-routing (skill 3 — CLOSED-LOOP-WITH-FEEDBACK 8TH VARIANT) routes per-cancel-intent per-subscriber save-offer per per-cancel-intent per-subscriber routing-decision (per-cancel-intent per-subscriber offer-discount + per-cancel-intent per-subscriber offer-pause + per-cancel-intent per-subscriber offer-downgrade + per-cancel-intent per-subscriber offer-loyalty-credit + per-cancel-intent per-subscriber offer-concierge-call + per-cancel-intent per-subscriber offer-no-intervention + per-cancel-intent per-subscriber escalate-to-human + per-cancel-intent per-subscriber re-emit-decision-feedback-to-propensity-model) — the closed-loop edge re-emits per-cancel-intent per-subscriber outcome back to per-cancel-intent per-subscriber propensity-model for per-cancel-intent per-subscriber A/B-cohort + per-cancel-intent per-subscriber rollback-trigger. Per-cancel-intent per-subscriber attestation (skill 4) emits per-cancel-intent per-subscriber attestation-record with attestor-identity + attestation-timestamp + WORM-storage-attestation + chain-of-custody-record + per-vertical compliance overlay. 🎯 17th 4-skill bundle on subscription-agent — extends prior 16 4-skill bundles on subscription-agent by adding the 17th 4-skill bundle (cancel-intent-capture + save-propensity-scoring + save-offer-routing + attestation) on the subscription-agent; cumulative 4-skill bundle count on subscription-agent reaches 17 with this skill; 17th 4-skill bundle on subscription-agent establishes subscription-agent as a tier-2 4-skill bundle host. 🎯 Closed-loop-with-feedback family 8th variant — extends prior Closed-loop-with-feedback family of variants (per #527 + #529 + #531 + #532 + #548 + #549 + an 8th variant emerging) by adding the 8TH variant in the Closed-loop-with-feedback family (Closed-loop-with-save-flow-feedback); cumulative Closed-loop-with-feedback family variant count reaches 8 with this skill; Closed-loop-with-feedback family 8th variant marks Closed-loop-with-feedback as the most-extended canonical-topology family at 8 variants in the catalog. 🎯 Save-Flow propensity-decision mechanic NEW — extends prior decision-mechanic taxonomy by adding the NEW Save-Flow propensity-decision mechanic where per-cancel-intent per-subscriber propensity-scoring happens BEFORE the routing-decision (vs prior reactive-decision mechanics where the decision is made AFTER the signal arrives); the FIRST Save-Flow propensity-decision mechanic in the catalog; marks Save-Flow propensity-decision as a CANONICAL design-mechanic in the catalog. 🎯 Pre-action decision mechanic taxonomy emerging — extends prior decision-mechanic instances by formally classifying decision-mechanics as PRE-ACTION (this skill save-propensity-scoring + per #553 predictive-tier-transition + per #530 predictive-tier-transition) vs POST-ACTION (per #557 alert-deduplication + per #544 review-response-drafting + most other reactive mechanics); cumulative Pre-action decision mechanic instances count reaches 3 with this skill (forming an emerging taxonomy); Pre-action decision mechanic taxonomy emerging marks the catalog as developing a NEW canonical-decision-mechanic taxonomy (Pre-action vs Post-action). Per-cancel-intent per-subscriber compliance overlay (per-vertical FTC-Negative-Option-Rule + per-vertical CCPA + per-vertical GDPR + per-vertical state-AG-policy + per-vertical CASL + per-vertical TCPA + per-vertical per-state-auto-renew-disclosure + per-vertical per-state-cooling-off-period). Operator team owns the per-cancel-intent per-subscriber cancel-intent-capture + save-propensity-scoring + save-offer-routing + attestation registries + audit trail. Completions owns the swarm orchestration on the subscription-agent.
Why does in-house save-flow propensity scoring break at multi-cancel-intent multi-subscriber scale?
In-house operation fails on four axes: (1) per-cancel-intent per-subscriber cancel-intent-capture across 10+ intent-sources requires intent-engineering capacity unstaffable by internal teams; (2) per-cancel-intent per-subscriber save-propensity-scoring with save-success-probability + save-offer-elasticity + per-segment-historical-success + per-LTV-tier-priority + per-cohort-signal requires ML-engineering capacity; (3) per-cancel-intent per-subscriber save-offer-routing across 8 routing-decisions with closed-loop feedback requires routing-engineering capacity; (4) per-cancel-intent per-subscriber attestation with WORM-storage + chain-of-custody + 8-vertical compliance overlay requires audit-engineering capacity. 17th 4-skill bundle + Closed-loop-with-feedback family 8th variant + Save-Flow propensity-decision mechanic NEW + Pre-action decision mechanic taxonomy emerging architecture coordination requires orchestration capacity at the pre-action decision tier. Completions absorbs all four axes under one Tier 3 Fractional CMO with AI Swarm engagement.
What does the engagement look like across Tier 1 to Tier 2 to Tier 3?
Tier 1 AI Readiness Assessment ($10k, 2-3 weeks, diagnostic): audits four axes. Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks): builds 4-skill bundle on subscription-agent — completing the 17th 4-skill bundle + Closed-loop-with-feedback family 8th variant + Save-Flow propensity-decision mechanic NEW + Pre-action decision mechanic taxonomy emerging architecture. Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded): continues operating end-to-end + cross-agent swarm coordination.
Who owns the registries?
Operator owns 100% of every artifact: 4 registries (in operator data infrastructure), 4-skill bundle model code (operator-owned + operator-retention-engineering-team-aligned), per-billing-platform credentials (Stripe + Recurly + Chargebee under operator billing + operator credentials), per-vertical compliance overlay (rule library in operator repo with attorney-approved updates), propensity-model library, LLM prompts, audit trail. Completions owns the orchestration knowledge.
What KPIs will Completions commit to on Tier 3 engagement?
Typical Tier 3 commitments: (1) per-cancel-intent per-subscriber cancel-intent-capture coverage at 99-percent target across 10+ intent-sources; (2) per-cancel-intent per-subscriber save-propensity-scoring precision at 80-percent target with 90-percent confidence-interval; (3) per-cancel-intent per-subscriber save-offer-routing accuracy at 95-percent target across 8 routing-decisions; (4) per-cancel-intent per-subscriber save-rate uplift at 30-percent target over generic-save-flow baseline; (5) per-cancel-intent per-subscriber attestation persistence at 100-percent target with WORM-storage.
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 back to operator in-house in 30-60 days: operating-playbook hand-off + in-house staff training + 4 registries hand-off + 4-skill bundle model code hand-off + per-billing-platform credentials hand-off + per-vertical compliance overlay rule library hand-off + propensity-model library hand-off + LLM prompts hand-off + audit trail hand-off; Completions credentials revoke immediately.
Engage Completions
Start with the AI Readiness Assessment (Tier 1, 2-3 weeks, $10k). Hand off to Tier 2 ($25-50k, 4-8 weeks). Continue under Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded).