RL for B2B invoice reminder sequencing: verify lift and fatigue before you commit

Test sequence-to-sequence RL for B2B invoice reminders against a control to confirm a 28% recovery lift and track fatigue under a 4-send cap before scaling. Independent technical note mirroring the canonical version: https://mm-ais.com/blog/rl-for-b2b-invoice-reminder-sequencing-verify-lift-and-fatigue-before-you-commit.php Sources consulted: https://www.bluusun.com/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-01
DOI
https://doi.org/10.5281/zenodo.23868939
Primary Topic
Customer churn and segmentation
Type
preprint
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preprint

RL for B2B invoice reminder sequencing: verify lift and fatigue before you commit

Claire Dawson
Zenodo (CERN European Organization for Nuclear Research)
Customer churn and segmentation
preprint

RL for B2B invoice reminder sequencing: verify lift and fatigue before you commit

Claire Dawson
preprint en

Abstract

Test sequence-to-sequence RL for B2B invoice reminders against a control to confirm a 28% recovery lift and track fatigue under a 4-send cap before scaling. Independent technical note mirroring the canonical version: https://mm-ais.com/blog/rl-for-b2b-invoice-reminder-sequencing-verify-lift-and-fatigue-before-you-commit.php Sources consulted: https://www.bluusun.com/

Zenodo (CERN European Organization for Nuclear Research)
Customer churn and segmentation
DOIOpen Access PDFOpenAlex
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RL for B2B invoice reminder sequencing: verify lift and fatigue before you commit — Claire Dawson · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS