Keep-customer swarm · Loyalty-Journey Agent · Tier-transition-timing skill · Build pillar · Published July 21, 2026

How to build signal-driven tier-transition timing for multi-location loyalty programs

This guide explains how to architect the tier-transition-timing skill on the loyalty-journey agent end-to-end at multi-location signal-driven timing scale: per-portfolio per-banner per-location per-member per-canonical-signal-pointer + per-canonical-trigger-window-resolver-spec + per-canonical-timing-conflict-arbitration-spec + per-canonical-send-window-constraint-gate-spec + per-canonical-timing-compliance-gate-spec + per-canonical-timing-audit-trail + per-portfolio-audit-trail.

Engage the loyalty-journey agent See the 32-agent swarm

What you will build

Per-portfolio per-banner per-location per-member per-canonical-signal-pointer across 24 canonical-signal types — per-points-balance-crossing-tier-floor + per-points-balance-crossing-tier-ceiling + per-spend-velocity-acceleration + per-spend-velocity-deceleration + per-streak-extension + per-streak-break + per-visit-frequency-acceleration + per-visit-frequency-deceleration + per-channel-engagement-spike + per-channel-engagement-drop + per-foot-traffic-spike + per-foot-traffic-drop + per-receipt-anomaly + per-receipt-margin-shift + per-cross-banner-spend + per-cross-location-spend + per-cross-vertical-spend + per-cross-product-spend + per-renewal-window-opened + per-grace-period-opened + per-grace-period-closing + per-churn-risk-spike + per-LTV-quintile-shift + per-life-event-detected.
Per-canonical-trigger-window-resolver-spec — per-streaming-signal-source (Kafka + Kinesis + Pulsar + Pub-Sub + Redpanda + EventBridge + NATS) + per-CDC-signal-source (Debezium + Striim + Fivetran-HVR + Qlik-Replicate) + per-feature-store-signal-source (Feast + Tecton + Hopsworks + Vertex-AI + SageMaker + Databricks + Snowflake) + per-18-trigger-window-rule + per-trigger-window-priority + per-trigger-window-confidence-tier + per-trigger-window-explainability.
Per-canonical-timing-conflict-arbitration-spec — per-14-conflict-detection (multi-trigger/multi-channel/ multi-banner/multi-location/multi-vertical/multi-product same-window + budget-cap conflict + frequency-cap conflict + channel saturation + CAN-SPAM/TCPA frequency + quiet hours + timezone + DST) + per-9-conflict-resolution (priority-weighted-merge + causal-uplift-CATE + multi-arm-bandit-UCB-Thompson + deterministic-priority + most-recent-trigger-wins + highest-priority-trigger-wins + rank-aggregation-Borda-Condorcet + LLM-as-judge + multi-LLM-ensemble) + per-conflict-arbitration-confidence-tier + per-conflict-arbitration-explainability + per-handoff-to-five-destination-routing + per-handoff-to-multi-stream-severity-routing.
Per-canonical-send-window-constraint-gate-spec — per-customer-relative-quiet-hours-21-00-to-08-00-local + per-customer-timezone-resolved + per-customer-DST-resolved + per-customer-jurisdiction-state-local-curfew + per-customer-preferred-day-of-week + per-customer-preferred-hour-of-day + per-customer-preferred-channel + per-customer-frequency-cap-per-channel + per-customer-frequency-cap-cross-channel + per-customer-recent-engagement-window + per-customer-recent-purchase-window + per-customer-recent-visit-window + per-customer-recent-claim-or-complaint-window + per-customer-public-holiday-window + per-customer-religious-observance-window + per-customer-event-window + per-customer-do-not-contact + per-customer-channel-opt-in-state-7-channels + per-customer-channel-opt-out-state + per-customer-channel-double-opt-in-confirmed + per-send-window-confidence-tier + per-send-window-explainability.
Per-canonical-timing-compliance-gate-spec + per-cross-skill-handoff + per-canonical-audit-trail — per-CAN-SPAM-Act + per-TCPA + per-10DLC-A2P-CTIA-Common-Short-Code-Carrier + per-CASL-CRTC + per-CCPA-CPRA + per-GDPR + per-LGPD + per-DPDP + per-PIPEDA + per-COPPA + per-state-loyalty-rewards-disclosure + per-state-sweepstakes-lottery-disclosure + per-state-promotion-registration + per-state-curfew-rule + per-FTC-substantiation-doctrine + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Negative-Option + per-CFPB-UDAAP + per-Robinson-Patman-defense + per-Lanham-Act + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-EU-AI-Act-Article-50 + per-NIST-AI-RMF + per-ISO-42001 + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code + per-timing-compliance-confidence-tier + per-handoff-to-23-sibling-skills + per-per-member-canonical-audit-record + per-SOC-2-Type-II + per-immutable-WORM-storage + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention.

Why per-vendor-Punchh-account-flat-cron-or-batch-send breaks at multi-location signal-driven timing scale

At 1-account-1-flat-cron-or-batch-send scale per-account per-flat-cron-or-batch-send primitive is enough. At multi-location signal-driven timing scale per-canonical-signal-pointer + per-canonical-trigger-window-resolver-spec + per-canonical-timing-conflict-arbitration-spec + per-canonical-send-window-constraint-gate-spec + per-canonical-timing-compliance-gate-spec + per-canonical-timing-audit-trail.

Per-account-flat-cron-or-batch-send + per-trigger-window-resolver-blind + per-timing-conflict-arbitration-blind + per-send-window-constraint-gate-blind + per-timing-compliance-gate-blind + per-multi-format-audit-trail-blind + per-CAN-SPAM-blind + per-TCPA-blind + per-10DLC-A2P-CTIA-Common-Short-Code-Carrier-blind + per-CASL-blind + per-CCPA-CPRA-blind + per-GDPR-blind + per-LGPD-blind + per-DPDP-blind + per-PIPEDA-blind + per-COPPA-blind + per-state-loyalty-rewards-disclosure-blind + per-state-sweepstakes-lottery-disclosure-blind + per-state-promotion-registration-blind + per-state-curfew-rule-blind + per-FTC-substantiation-doctrine-blind + per-FTC-MARS-blind + per-FTC-AI-disclosure-blind + per-FTC-endorsement-guides-blind + per-FTC-Negative-Option-blind + per-CFPB-UDAAP-blind + per-Robinson-Patman-defense-blind + per-Lanham-Act-blind + per-EU-AI-Act-Article-13-Article-14-Article-15-blind + per-EU-AI-Act-Article-50-blind + per-NIST-AI-RMF-blind + per-ISO-42001-blind + per-7-year-IRS-tax-retention-blind + per-7-year-FTC-substantiation-retention-blind.

The operator-side architecture above per-vendor-flat-cron-or-batch-send primitive is canonical-signal-pointer + per-trigger-window-resolver-spec + per-timing-conflict-arbitration-spec + per-send-window-constraint-gate-spec + per-timing-compliance-gate-spec + per-cross-skill-handoff + per-audit-trail + per-portfolio-audit-trail.

What is in market today

Per-platform per-loyalty-tier-rules-engine-vendor

Punchh, Paytronix, Thanx, Yotpo Loyalty + Referrals, LoyaltyLion, Smile.io, Annex Cloud, Open Loyalty, Cheetah Loyalty, Antavo, Marigold Loyalty, Bond Brand Loyalty, Comarch, Talon.One, Voucherify, Capillary. Per-account per-flat-cron-or-batch-send primitive (typically nightly or hourly batch with a single send-window-per-segment). Per-canonical-signal-pointer-canonical-trigger-window-resolver-canonical-timing-conflict-arbitration-canonical-send-window-constraint-gate-canonical-timing-compliance-gate-canonical-timing-audit-trail is not the primitive.

Per-platform per-real-time-decisioning-vendor

Pega Customer Decision Hub, SAS Real-Time Decision Manager, IBM Watson Customer Engagement, Adobe Journey Optimizer, Salesforce Marketing Cloud Personalization, Optimove, Bloomreach Engagement, Insider, Iterable, Braze Canvas, Customer.io. Per-account per-flat-decision-policy primitive (typically blind to per-state-loyalty-rewards-disclosure + per-Robinson-Patman-defense + per-customer-jurisdiction-state-local-curfew). Per-canonical-per-member-streaming-signal-source-Kafka-Kinesis-Pulsar-Pub-Sub-Redpanda-EventBridge-NATS-canonical-per-member-CDC-signal-source-Debezium-Striim-Fivetran-HVR-Qlik-Replicate-canonical-per-member-feature-store-signal-source-Feast-Tecton-Hopsworks-Vertex-AI-SageMaker-Databricks-Snowflake-canonical-per-member-trigger-window-rule-canonical-per-member-trigger-window-priority-canonical-per-member-trigger-window-confidence-tier is not the primitive.

Per-platform per-multi-arm-bandit-causal-experiment-vendor

Eppo, Statsig, GrowthBook, Optimizely Web Experiments, AB Tasty, Adobe Target, Convert.com, LaunchDarkly Experiments, Split.io Experiments. Per-account per-flat-A-B-test primitive. Per-canonical-per-member-conflict-detection-multi-trigger-same-window-canonical-per-member-conflict-detection-multi-channel-same-window-canonical-per-member-conflict-detection-multi-banner-same-window-canonical-per-member-conflict-detection-multi-location-same-window-canonical-per-member-conflict-detection-multi-vertical-same-window-canonical-per-member-conflict-detection-multi-product-same-window-canonical-per-member-conflict-detection-intervention-budget-cap-canonical-per-member-conflict-detection-intervention-frequency-cap-canonical-per-member-conflict-detection-channel-saturation-canonical-per-member-conflict-detection-CAN-SPAM-frequency-canonical-per-member-conflict-detection-TCPA-frequency-canonical-per-member-conflict-detection-quiet-hours-canonical-per-member-conflict-detection-customer-timezone-canonical-per-member-conflict-detection-region-DST is not the primitive.

Per-platform per-consent-quiet-hours-compliance-vendor

OneTrust, TrustArc, Ketch, Securiti, Privacera, Skyflow, BigID, DataGrail, Transcend, Osano, Cookiebot, Didomi, Sourcepoint, Iubenda. Per-account per-flat-consent primitive (typically blind to per-signal-driven-trigger-window-arbitration + per-state-curfew-rule + per-state-loyalty-rewards-disclosure + per-customer-recent-engagement-purchase-visit-window). Per-canonical-per-member-customer-relative-quiet-hours-canonical-per-member-customer-timezone-resolved-canonical-per-member-customer-DST-resolved-canonical-per-member-customer-jurisdiction-state-local-curfew-canonical-per-member-customer-preferred-day-of-week-canonical-per-member-customer-preferred-hour-of-day-canonical-per-member-customer-preferred-channel-canonical-per-member-customer-frequency-cap-per-channel-canonical-per-member-customer-frequency-cap-cross-channel-canonical-per-member-customer-recent-engagement-window-canonical-per-member-customer-recent-purchase-window-canonical-per-member-customer-recent-visit-window-canonical-per-member-customer-recent-claim-or-complaint-window-canonical-per-member-customer-public-holiday-window-canonical-per-member-customer-religious-observance-window-canonical-per-member-customer-event-window-canonical-per-member-customer-do-not-contact-canonical-per-member-customer-channel-opt-in-state-canonical-per-member-customer-channel-opt-out-state-canonical-per-member-customer-channel-double-opt-in-confirmed is not the primitive.

How the architecture is built

Per-portfolio per-banner per-location per-member per-canonical-signal-pointer-substrate. Per-24-canonical-signal canonical-signal.
Per-portfolio per-canonical-trigger-window-resolver-spec. Per-streaming-signal-source + per-CDC-signal-source + per-feature-store-signal-source + per-18-trigger-window-rule + per-trigger-window-priority + per-trigger-window-confidence-tier canonical-trigger-window.
Per-portfolio per-canonical-timing-conflict-arbitration-spec. Per-14-conflict-detection + per-9-conflict-resolution + per-conflict-arbitration-confidence-tier + per-conflict-arbitration-explainability + per-handoff-to-five-destination-routing + per-handoff-to-multi-stream-severity-routing canonical-arbitration.
Per-portfolio per-canonical-send-window-constraint-gate-spec. Per-customer-relative-quiet-hours + per-customer-timezone-DST + per-customer-jurisdiction-state-local-curfew + per-customer-preferred-day-of-week + per-customer-preferred-hour-of-day + per-customer-preferred-channel + per-customer-frequency-cap-per-cross-channel + per-customer-recent-engagement-purchase-visit-claim-or-complaint-window + per-customer-public-holiday-religious-observance-event-window + per-customer-do-not-contact + per-customer-channel-opt-in-opt-out-double-opt-in canonical-send-window.
Per-portfolio per-canonical-timing-compliance-gate-spec. Per-CAN-SPAM + per-TCPA + per-10DLC-A2P-CTIA-Common-Short-Code-Carrier + per-CASL + per-CCPA-CPRA + per-GDPR + per-LGPD + per-DPDP + per-PIPEDA + per-COPPA + per-state-loyalty-rewards-disclosure + per-state-sweepstakes-lottery-disclosure + per-state-promotion-registration + per-state-curfew-rule + per-FTC-substantiation + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Negative-Option + per-CFPB-UDAAP + per-Robinson-Patman-defense + per-Lanham-Act + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-EU-AI-Act-Article-50 + per-NIST-AI-RMF + per-ISO-42001 + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code canonical-compliance.
Per-portfolio per-canonical-cross-skill-handoff. Per-handoff-to-23-sibling-skills canonical-handoff.
Per-portfolio per-canonical-audit-trail + per-portfolio-audit-trail. Per-per-member-canonical-audit-record + per-CAN-SPAM + per-TCPA + per-10DLC-A2P + per-CASL-CRTC + per-CCPA-CPRA-DSAR + per-GDPR-DPIA + per-LGPD-ANPD + per-DPDP-India + per-PIPEDA-OPC + per-COPPA + per-state-loyalty-rewards-disclosure + per-state-sweepstakes-lottery-disclosure + per-state-promotion-registration + per-state-curfew-rule + per-FTC-substantiation + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Negative-Option + per-CFPB-UDAAP + per-Robinson-Patman + per-Lanham + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-EU-AI-Act-Article-50 + per-NIST-AI-RMF + per-ISO-42001 + per-SOC-2-Type-II + per-immutable-WORM + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention canonical-audit.
Per-portfolio per-loyalty-journey-agent-canonical-bundle. Per-tier-transition-timing + per-predictive-tier-transition + per-loyalty-management + per-per-tier-loyalty-journey-content + per-per-member-next-best-action + per-per-member-monthly-clv + per-cross-banner-loyalty-platform-integration + per-per-member-multi-location-decisioning canonical-bundle.
Per-portfolio per-canonical-end-to-end-SLA. Per-per-member-signal-ingestion-to-trigger-window-resolver-to-timing-conflict-arbitration-to-send-window-constraint-gate-to-timing-compliance-gate-to-multi-stakeholder-approval-SLA canonical-end-to-end-SLA.
Per-portfolio per-canonical-end-to-end-replay. Per-replay-spec + per-replay-trace + per-replay-decision + per-per-member-timing-decision-rewind canonical-replay.

Frequently asked questions

What is signal-driven tier-transition timing for multi-location loyalty programs?

Signal-driven tier-transition timing runs per-portfolio per-banner per-location per-member per-canonical-signal-pointer (per-points-balance-crossing-tier-floor + per-points-balance-crossing-tier-ceiling + per-spend-velocity-acceleration + per-spend-velocity-deceleration + per-streak-extension-detected + per-streak-break-detected + per-visit-frequency-acceleration + per-visit-frequency-deceleration + per-channel-engagement-spike + per-channel-engagement-drop + per-foot-traffic-spike + per-foot-traffic-drop + per-receipt-anomaly + per-receipt-margin-shift + per-cross-banner-spend-detected + per-cross-location-spend-detected + per-cross-vertical-spend-detected + per-cross-product-spend-detected + per-renewal-window-opened + per-grace-period-opened + per-grace-period-closing + per-churn-risk-spike + per-LTV-quintile-shift + per-life-event-detected + per-canonical-signal) + per-canonical-trigger-window-resolver-spec + per-canonical-timing-conflict-arbitration-spec + per-canonical-send-window-constraint-gate-spec + per-canonical-timing-compliance-gate-spec + per-canonical-timing-audit-trail + per-portfolio-audit-trail.

Why does per-vendor-Punchh-canonical-account-flat-cron-or-batch-send break at multi-location signal-driven timing scale?

Per-vendor-Punchh-canonical-account-flat-cron-or-batch-send ships per-account per-flat-cron-or-batch-send primitive — typically nightly or hourly batch with a single send-window-per-segment configured at the program level, no per-member signal-driven trigger windows, no timing-conflict arbitration, no per-member send-window constraint gate. Per-vendor-Paytronix-canonical + per-Thanx-canonical + per-Yotpo-canonical + per-LoyaltyLion-canonical + per-Smile.io-canonical + per-Annex-Cloud-canonical + per-Open-Loyalty-canonical + per-Cheetah-Loyalty-canonical + per-Antavo-canonical + per-Marigold-Loyalty-canonical + per-Bond-Brand-Loyalty-canonical + per-Comarch-canonical + per-Talon.One-canonical + per-Voucherify-canonical + per-Capillary-canonical-account-flat-cron-or-batch-send ship per-vendor per-native account-flat-cron-or-batch-send primitives. At 1-account-1-flat-cron-or-batch-send scale per-account per-flat-cron-or-batch-send primitive is enough. At multi-location signal-driven timing scale per-canonical-signal-pointer + per-canonical-trigger-window-resolver-spec + per-canonical-timing-conflict-arbitration-spec + per-canonical-send-window-constraint-gate-spec + per-canonical-timing-compliance-gate-spec + per-canonical-timing-audit-trail.

How does per-member trigger-window-resolver + per-member timing-conflict-arbitration work?

Per-portfolio per-banner per-location per-member per-canonical-trigger-window-resolver-spec runs per-portfolio per-canonical-per-member-streaming-signal-source (per-Kafka + per-Kinesis + per-Pulsar + per-Pub-Sub + per-Redpanda + per-EventBridge + per-NATS) + per-canonical-per-member-CDC-signal-source (per-Debezium + per-Striim + per-Fivetran-HVR + per-Qlik-Replicate) + per-canonical-per-member-feature-store-signal-source (per-Feast + per-Tecton + per-Hopsworks + per-Vertex-AI-Feature-Store + per-SageMaker-Feature-Store + per-Databricks-Feature-Store + per-Snowflake-Feature-Store) + per-canonical-per-member-trigger-window-rule (per-N-day-before-predicted-tier-boundary + per-N-day-after-predicted-tier-boundary + per-N-day-before-grace-period-close + per-N-day-after-grace-period-open + per-N-day-before-renewal-window-close + per-streak-extension-threshold + per-streak-break-window + per-spend-velocity-acceleration-threshold + per-spend-velocity-deceleration-threshold + per-visit-frequency-acceleration-threshold + per-visit-frequency-deceleration-threshold + per-foot-traffic-spike-threshold + per-foot-traffic-drop-threshold + per-cross-banner-spend-detected-window + per-cross-location-spend-detected-window + per-cross-vertical-spend-detected-window + per-cross-product-spend-detected-window + per-life-event-detected-window) + per-canonical-per-member-trigger-window-priority + per-canonical-per-member-trigger-window-confidence-tier + per-canonical-per-member-trigger-window-explainability. Per-canonical-timing-conflict-arbitration-spec runs per-portfolio per-canonical-per-member-conflict-detection (per-multi-trigger-same-window + per-multi-channel-same-window + per-multi-banner-same-window + per-multi-location-same-window + per-multi-vertical-same-window + per-multi-product-same-window + per-intervention-budget-cap-conflict + per-intervention-frequency-cap-conflict + per-channel-saturation-conflict + per-CAN-SPAM-frequency-conflict + per-TCPA-frequency-conflict + per-quiet-hours-conflict + per-customer-timezone-conflict + per-region-DST-conflict) + per-canonical-per-member-conflict-resolution (per-priority-weighted-merge + per-causal-uplift-CATE-arbitration + per-multi-arm-bandit-UCB-Thompson-sampling-arbitration + per-deterministic-priority-order + per-most-recent-trigger-wins + per-highest-priority-trigger-wins + per-rank-aggregation-Borda-Condorcet + per-LLM-as-judge-arbitration + per-multi-LLM-ensemble-arbitration) + per-canonical-per-member-conflict-arbitration-confidence-tier + per-canonical-per-member-conflict-arbitration-explainability + per-canonical-per-member-conflict-arbitration-handoff-to-five-destination-routing-build-pillar (sibling build-pillar at /how-to-build-five-destination-routing-for-ai-decision-approval) + per-canonical-per-member-conflict-arbitration-handoff-to-multi-stream-severity-routing-build-pillar (sibling build-pillar at /how-to-build-multi-stream-severity-routing-for-anomaly-detection-and-compliance-ops).

What does per-member send-window-constraint-gate + per-member timing-compliance-gate work?

Per-portfolio per-banner per-location per-member per-canonical-send-window-constraint-gate-spec runs per-portfolio per-canonical-per-member-customer-relative-quiet-hours (per-21-00-to-08-00-local + per-customer-timezone-resolved + per-customer-DST-resolved + per-customer-jurisdiction-state-local-curfew) + per-canonical-per-member-customer-preferred-day-of-week + per-canonical-per-member-customer-preferred-hour-of-day + per-canonical-per-member-customer-preferred-channel + per-canonical-per-member-customer-frequency-cap-per-channel + per-canonical-per-member-customer-frequency-cap-cross-channel + per-canonical-per-member-customer-recent-engagement-window + per-canonical-per-member-customer-recent-purchase-window + per-canonical-per-member-customer-recent-visit-window + per-canonical-per-member-customer-recent-claim-or-complaint-window + per-canonical-per-member-customer-public-holiday-window + per-canonical-per-member-customer-religious-observance-window + per-canonical-per-member-customer-event-window + per-canonical-per-member-customer-do-not-contact + per-canonical-per-member-customer-channel-opt-in-state (per-email + per-SMS + per-push + per-direct-mail + per-in-store-clienteling + per-CS-agent-assist + per-AI-receptionist) + per-canonical-per-member-customer-channel-opt-out-state + per-canonical-per-member-customer-channel-double-opt-in-confirmed + per-canonical-per-member-send-window-confidence-tier + per-canonical-per-member-send-window-explainability. Per-canonical-timing-compliance-gate-spec runs per-portfolio per-canonical-per-member-CAN-SPAM-Act + per-canonical-per-member-TCPA-Telephone-Consumer-Protection-Act + per-canonical-per-member-10DLC-A2P-CTIA-Common-Short-Code-Carrier + per-canonical-per-member-CASL-Canadian-Anti-Spam-Legislation + per-canonical-per-member-CCPA-CPRA + per-canonical-per-member-GDPR + per-canonical-per-member-LGPD + per-canonical-per-member-DPDP + per-canonical-per-member-PIPEDA + per-canonical-per-member-COPPA + per-canonical-per-member-state-loyalty-rewards-disclosure (e.g. New-York + Texas + California) + per-canonical-per-member-state-sweepstakes-lottery-disclosure + per-canonical-per-member-state-promotion-registration + per-canonical-per-member-state-curfew-rule + per-canonical-per-member-FTC-substantiation-doctrine + per-canonical-per-member-FTC-MARS + per-canonical-per-member-FTC-AI-disclosure + per-canonical-per-member-FTC-endorsement-guides + per-canonical-per-member-FTC-Negative-Option + per-canonical-per-member-CFPB-UDAAP + per-canonical-per-member-Robinson-Patman-Act-defense + per-canonical-per-member-Lanham-Act + per-canonical-per-member-EU-AI-Act-Article-13-Article-14-Article-15 + per-canonical-per-member-EU-AI-Act-Article-50-AI-disclosure + per-canonical-per-member-NIST-AI-RMF + per-canonical-per-member-ISO-42001 + per-canonical-per-member-OPA-Rego-AWS-Cedar-Casbin-Cerbos-Oso-policy-as-code + per-canonical-per-member-timing-compliance-confidence-tier + per-canonical-per-member-timing-compliance-explainability.

What does per-member timing cross-skill-handoff + per-loyalty-journey-agent-canonical-bundle do?

Per-portfolio per-member per-canonical-per-member-cross-skill-handoff runs per-portfolio per-canonical-per-member-handoff-to-tier-transition-timing (parent commercial pillar at /tier-transition-timing) + per-canonical-per-member-handoff-to-loyalty-journey (parent agent) + per-canonical-per-member-handoff-to-predictive-tier-transition-build-pillar (sibling build-pillar at /how-to-build-predictive-tier-transition-forecasting-for-multi-location-loyalty) + per-canonical-per-member-handoff-to-per-tier-loyalty-journey-content-build-pillar (sibling build-pillar at /how-to-architect-per-tier-loyalty-journey-content-across-multi-banner-portfolios) + per-canonical-per-member-handoff-to-cross-banner-loyalty-platform-integration-build-pillar (sibling build-pillar at /how-to-build-cross-banner-loyalty-platform-integration) + per-canonical-per-member-handoff-to-per-member-multi-location-decisioning-build-pillar (sibling build-pillar at /how-to-build-per-member-multi-location-decisioning-for-franchise-loyalty-operations) + per-canonical-per-member-handoff-to-loyalty-management (sibling commercial at /loyalty-management) + per-canonical-per-member-handoff-to-per-tier-loyalty-journey-content (sibling commercial at /per-tier-loyalty-journey-content) + per-canonical-per-member-handoff-to-per-member-next-best-action (sibling commercial at /per-member-next-best-action) + per-canonical-per-member-handoff-to-per-member-monthly-clv (sibling commercial at /per-member-monthly-clv) + per-canonical-per-member-handoff-to-runtime-readable-behavioral-cohorts-build-pillar (sibling build-pillar at /how-to-build-runtime-readable-behavioral-cohorts-for-multi-location-ai-agents) + per-canonical-per-member-handoff-to-per-location-signal-aware-churn-model-build-pillar (sibling build-pillar at /how-to-build-per-location-signal-aware-churn-model) + per-canonical-per-member-handoff-to-per-location-per-channel-per-brand-clv-build-pillar (sibling build-pillar at /how-to-build-per-location-per-channel-per-brand-clv-at-runtime) + per-canonical-per-member-handoff-to-lifecycle-email-sms-build-pillar (sibling build-pillar at /how-to-architect-lifecycle-email-and-sms-across-50-500-locations) + per-canonical-per-member-handoff-to-multi-location-sms-broadcast-build-pillar (sibling build-pillar at /how-to-build-multi-location-sms-broadcast-engine) + per-canonical-per-member-handoff-to-per-location-sms-template-library-build-pillar (sibling build-pillar at /how-to-build-per-location-sms-template-library-for-multi-banner-franchises) + per-canonical-per-member-handoff-to-direct-mail-triggered-automation-build-pillar (sibling build-pillar at /how-to-build-triggered-multi-location-direct-mail-automation) + per-canonical-per-member-handoff-to-push-notification-marketing-build-pillar (sibling build-pillar at /how-to-build-push-notification-marketing-at-multi-location-scale) + per-canonical-per-member-handoff-to-subscriber-lifecycle-cadence-build-pillar (sibling build-pillar at /how-to-build-subscriber-lifecycle-cadence-for-multi-location-subscription-operators) + per-canonical-per-member-handoff-to-five-destination-routing-build-pillar (sibling build-pillar at /how-to-build-five-destination-routing-for-ai-decision-approval) + per-canonical-per-member-handoff-to-routing-audit-trail-build-pillar (sibling build-pillar at /how-to-build-routing-audit-trails-for-ai-output-governance) + per-canonical-per-member-handoff-to-versioned-history-regulatory-defense-build-pillar (sibling build-pillar at /how-to-build-versioned-history-regulatory-defense-for-multi-location-operators) + per-canonical-per-member-handoff-to-brand-voice-management + per-canonical-per-member-handoff-to-forbidden-phrase-library + per-canonical-per-member-handoff-to-claims-substantiation.

What does per-member timing audit-trail + per-canonical-end-to-end-SLA do?

Per-portfolio per-member per-canonical-audit-trail runs per-portfolio per-canonical-per-member-canonical-audit-record (per-timing-decision-ID + per-banner-pointer + per-location-pointer + per-member-pointer + per-24-canonical-signal-snapshot + per-streaming-signal-source-snapshot (Kafka + Kinesis + Pulsar + Pub-Sub + Redpanda + EventBridge + NATS) + per-CDC-signal-source-snapshot (Debezium + Striim + Fivetran-HVR + Qlik-Replicate) + per-feature-store-signal-source-snapshot (Feast + Tecton + Hopsworks + Vertex + SageMaker + Databricks + Snowflake) + per-18-trigger-window-rule-snapshot + per-trigger-window-priority-snapshot + per-trigger-window-confidence-tier-snapshot + per-14-conflict-detection-snapshot + per-9-conflict-resolution-snapshot (priority-weighted-merge + causal-uplift-CATE + multi-arm-bandit-UCB-Thompson + deterministic-priority-order + most-recent-trigger-wins + highest-priority-trigger-wins + rank-aggregation-Borda-Condorcet + LLM-as-judge + multi-LLM-ensemble) + per-conflict-arbitration-confidence-tier-snapshot + per-customer-relative-quiet-hours-snapshot + per-customer-timezone-DST-snapshot + per-customer-jurisdiction-state-local-curfew-snapshot + per-customer-preferred-day-of-week-hour-of-day-snapshot + per-customer-preferred-channel-snapshot + per-customer-frequency-cap-per-cross-channel-snapshot + per-customer-recent-engagement-purchase-visit-claim-complaint-window-snapshot + per-customer-public-holiday-religious-observance-event-window-snapshot + per-customer-do-not-contact-snapshot + per-customer-channel-opt-in-out-double-opt-in-snapshot + per-send-window-confidence-tier-snapshot + per-CAN-SPAM-snapshot + per-TCPA-snapshot + per-10DLC-A2P-CTIA-Common-Short-Code-Carrier-snapshot + per-CASL-snapshot + per-CCPA-CPRA-snapshot + per-GDPR-snapshot + per-LGPD-snapshot + per-DPDP-snapshot + per-PIPEDA-snapshot + per-COPPA-snapshot + per-state-loyalty-rewards-disclosure-snapshot + per-state-sweepstakes-lottery-disclosure-snapshot + per-state-promotion-registration-snapshot + per-state-curfew-rule-snapshot + per-FTC-substantiation-snapshot + per-FTC-MARS-snapshot + per-FTC-AI-disclosure-snapshot + per-FTC-endorsement-guides-snapshot + per-FTC-Negative-Option-snapshot + per-CFPB-UDAAP-snapshot + per-Robinson-Patman-defense-snapshot + per-Lanham-Act-snapshot + per-EU-AI-Act-Article-13-Article-14-Article-15-snapshot + per-EU-AI-Act-Article-50-snapshot + per-NIST-AI-RMF-snapshot + per-ISO-42001-snapshot + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-snapshot + per-timing-compliance-confidence-tier-snapshot + per-canonical-audit-record) + per-canonical-CAN-SPAM + per-canonical-TCPA + per-canonical-10DLC-A2P + per-canonical-CASL-CRTC + per-canonical-CCPA-CPRA-DSAR + per-canonical-GDPR-DPIA + per-canonical-LGPD-ANPD + per-canonical-DPDP-India + per-canonical-PIPEDA-OPC + per-canonical-COPPA + per-canonical-state-loyalty-rewards-disclosure + per-canonical-state-sweepstakes-lottery-disclosure + per-canonical-state-promotion-registration + per-canonical-state-curfew-rule + per-canonical-FTC-substantiation + per-canonical-FTC-MARS + per-canonical-FTC-AI-disclosure + per-canonical-FTC-endorsement-guides + per-canonical-FTC-Negative-Option + per-canonical-CFPB-UDAAP + per-canonical-Robinson-Patman + per-canonical-Lanham + per-canonical-EU-AI-Act-Article-13-Article-14-Article-15 + per-canonical-EU-AI-Act-Article-50 + per-canonical-NIST-AI-RMF + per-canonical-ISO-42001 + per-canonical-SOC-2-Type-II + per-canonical-immutable-WORM-storage + per-canonical-7-year-IRS-tax-retention + per-canonical-7-year-FTC-substantiation-retention. Per-loyalty-journey-agent-canonical-bundle integrates the tier-transition-timing skill with sibling skills on the same loyalty-journey agent: per-canonical-tier-transition-timing (this skill) + per-canonical-predictive-tier-transition + per-canonical-loyalty-management + per-canonical-per-tier-loyalty-journey-content + per-canonical-per-member-next-best-action + per-canonical-per-member-monthly-clv + per-canonical-cross-banner-loyalty-platform-integration + per-canonical-per-member-multi-location-decisioning. Per-canonical-end-to-end-SLA runs per-canonical-per-member-signal-ingestion-to-trigger-window-resolver-to-timing-conflict-arbitration-to-send-window-constraint-gate-to-timing-compliance-gate-to-multi-stakeholder-approval-SLA canonical-SLA.

Engage the loyalty-journey agent

Per-portfolio per-banner per-location per-member per-canonical-signal-pointer + per-canonical-trigger-window-resolver-spec + per-canonical-timing-conflict-arbitration-spec + per-canonical-send-window-constraint-gate-spec + per-canonical-timing-compliance-gate-spec + per-canonical-timing-audit-trail + per-portfolio-audit-trail shipped as the orchestration layer above your existing per-loyalty-tier-rules-engine-vendor + per-real-time-decisioning-vendor + per-multi-arm-bandit-causal-experiment-vendor + per-consent-quiet-hours-compliance-vendor primitive.

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