Done-for-you offer · Fractional CMO with AI Swarm · save-offer library management
Done-for-you save-offer library management for DTC subscription-commerce, multi-location subscription, healthcare- subscription, and PE-sponsored portfolio subscription operators that must surface save offers under the FTC Click-to-Cancel Negative Option Rule and state subscription auto-renewal regimes — a 6-skill offer-authoring + eligibility-rules + catalog-versioning + approval-workflow + distribution-API + attestation bundle on the subscription-management agent.
The descriptive industry pattern for subscription operators: save-offer libraries get authored ad-hoc by retention teams in spreadsheets and ESP templates; eligibility rules drift between teams; offer-versioning is implicit; approval workflows skip legal review under deadline pressure; downstream save-flow-propensity scoring and pre-emptive- intervention triggers consume offer catalogs without versioning attestation; FTC Click-to-Cancel rule (16 CFR Part 425), FTC Negative Option Rule, ROSCA, and a growing patchwork of state subscription auto-renewal regimes (California ARL, Vermont, Oregon, New York, Florida, Illinois, Hawaii, and more) require provable disclosure of save-offer terms and consumer-friendly cancel flows. Recharge, Bold Subscriptions, Loop Subscriptions, Skio, Smartrr, OrderGroove, and Stay AI ship strong subscription- orchestration primitives. Recurly, Chargebee, Zuora, and Maxio ship strong recurring-billing primitives. Talon.One and Voucherify ship strong promotion-rules engines. Klaviyo, Braze, Iterable, Customer.io, Postscript, and Attentive ship strong ESP and SMS primitives. Snowflake, BigQuery, and Databricks ship strong warehouse primitives. The 6-skill save-offer library management layer is operator-side architecture. Completions builds and operates the 6-skill bundle on the subscription-management agent. Operator owns every artifact and can in-house at any time.
Published September 24, 2026
Frequently asked
What does the done-for-you save-offer library management bundle actually deliver?
Completions builds and operates a 6-skill bundle on the subscription-management agent: (1) Offer-Authoring authors save-offer specs across 8+ offer types (discount, pause, downgrade, loyalty-credit, concierge-call, tier-upgrade-trial, gifted-content, per-vertical specialty) with offer copy, offer mechanic, offer cost, and offer expiry. (2) Eligibility-Rules defines eligibility across 8 axes (tier, LTV, tenure, cancel-reason, prior-offer history, jurisdiction, exclusion list, per-vertical). (3) Catalog-Versioning versions the offer catalog with version id, active window, deprecation policy, rollback snapshot, and change history. (4) Approval-Workflow routes approvals through retention, finance, legal, per-vertical compliance, and executive sign-off threshold with SLA and audit trail. (5) Distribution-API exposes the offer catalog as a stable API consumed by downstream save-flow propensity scoring and pre-emptive intervention triggers in a 3-layer composition: this Distribution-API is the infrastructure layer; the operator propensity-scoring layer makes the decision; the operator intervention-trigger layer acts at the cancel-flow moment. (6) Attestation emits an attestation record with attestor identity, timestamp, WORM-storage write, chain-of-custody, and per-vertical compliance overlay reference. The 6-skill bundle sits above the operator subscription-orchestration + recurring-billing + promotion-rules-engine + ESP + SMS + warehouse stack (Recharge, Bold Subscriptions, Loop Subscriptions, Skio, Smartrr, OrderGroove, Stay AI, Recurly, Chargebee, Zuora, Maxio, Talon.One, Voucherify, Klaviyo, Braze, Iterable, Customer.io, Postscript, Attentive, Snowflake, BigQuery, Databricks). Compliance overlay covers FTC Negative Option Rule, FTC Click-to-Cancel rule (16 CFR Part 425), ROSCA, California Automatic Renewal Law, Vermont, Oregon, New York, Florida, Illinois, Hawaii, and the growing patchwork of state subscription auto-renewal statutes, CCPA, GDPR, TCPA, CASL, and state CARD Act. Operator owns 100% of the artifacts: 6 registries inside operator data infrastructure, 6-skill model code aligned with operator retention-engineering, save-offer catalog, versioned offer-spec library, approval audit-trail, attorney-approved per-vertical compliance overlay, prompts, and the audit trail. Completions owns the orchestration knowledge. Operator can in-house at any time.
Why is save-offer library management typically operator-side rather than subscription-orchestration- or billing-vendor-shipped?
Recharge, Bold Subscriptions, Loop Subscriptions, Skio, Smartrr, OrderGroove, and Stay AI ship strong subscription-orchestration primitives including built-in cancel-flow templates. Recurly, Chargebee, Zuora, and Maxio ship strong recurring-billing primitives. Talon.One and Voucherify ship strong promotion-rules engines. Klaviyo, Braze, Iterable, Customer.io, Postscript, and Attentive ship strong ESP and SMS primitives. Snowflake, BigQuery, and Databricks ship strong warehouse primitives. The 6 engineering surfaces of a save-offer library management layer typically sit operator-side rather than vendor-shipped: (1) Offer-Authoring across 8+ offer types binds to operator-specific offer economics, brand voice, and per-vertical messaging; (2) Eligibility-Rules across 8 axes binds to operator-specific tier definitions, LTV economics, tenure rules, exclusion policy, and per-jurisdiction eligibility (FTC Click-to-Cancel + state ARLs differ by jurisdiction); (3) Catalog-Versioning binds to operator-specific change-management discipline; (4) Approval-Workflow binds to operator-specific retention + finance + legal + per-vertical compliance + executive sign-off workflow that operator-counsel approves and audits; (5) Distribution-API binds to operator-specific propensity-scoring and intervention-trigger consumers that span ESP + SMS + in-app + outbound-call channels; (6) Attestation binds to operator-specific FTC + state ARL audit posture. Completions builds and operates this layer above the operator vendor stack.
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 six axes. Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks): builds 6-skill bundle on subscription-agent — completing the 15th 6-skill bundle + NEW Supporting-infrastructure skill type + Compound 3-layer architecture + 8th agent in 10-loop scale-up cluster 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: 6 registries (in operator data infrastructure), 6-skill bundle model code (operator-owned + operator-retention-engineering-team-aligned), per-vertical compliance overlay (rule library in operator repo with attorney-approved updates), save-offer catalog, versioned offer-spec library, approval audit-trail, LLM prompts, audit trail. Completions owns the orchestration knowledge.
What does Completions commit to on a Tier 3 engagement?
Completions commits to a 6-workstream pre-engagement-baseline reporting cycle on the subscription-management agent: (1) Offer-Authoring workstream — pre-engagement baseline of which offer types are authored today, then weekly reporting on authoring coverage across the 8+ offer types. (2) Eligibility-Rules workstream — pre-engagement baseline of which eligibility axes are wired today, then weekly reporting on rule coverage across the 8 axes and rule-change events. (3) Catalog-Versioning workstream — pre-engagement baseline of versioning discipline today, then weekly reporting on version events, deprecation events, and rollback-snapshot completeness. (4) Approval-Workflow workstream — pre-engagement baseline of approval discipline today, then weekly reporting on approval volume by approver type, observed SLA, and audit-trail completeness. (5) Distribution-API workstream — pre-engagement baseline of which downstream consumers exist today and at what cadence, then weekly reporting on observed consumer requests and per-consumer health. (6) Attestation workstream — pre-engagement baseline of audit-trail discipline today, then weekly reporting on attestation persistence and compliance-overlay completeness. Caveats: FTC Click-to-Cancel (16 CFR Part 425), ROSCA, FTC Negative Option Rule, and state subscription auto-renewal regimes (California ARL, Vermont, Oregon, New York, Florida, Illinois, Hawaii, and more) interpretation must be operator-counsel-approved and re-reviewed when statutes change; offer economics + eligibility-rule outcomes depend on operator-side retention discipline + offer-cost approval + brand-voice discipline outside Completions control; approval-workflow SLA adherence depends on operator retention + finance + legal + per-vertical compliance + executive sign-off team availability; distribution-API consumer behavior depends on operator-specific downstream skill design; the audit trail persists to operator-owned WORM storage on the operator cloud account.
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 + 6 registries hand-off + 6-skill bundle model code hand-off + per-vertical compliance overlay rule library hand-off + save-offer catalog hand-off + versioned offer-spec library hand-off + approval audit-trail 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).
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