CRM / Retention / Winback Strategy Engines
Design for lifecycle automation: lead routing, retention and winback
Media & Demos
CRM Workflow Editor — Omnichannel Retargeting Engine
Role
Designer
Period
2026
Category
full stack
Overview
A reusable design for CRM strategy engines: lead capture routing, lifecycle segmentation, retention triggers, and winback automation. It is architecture and strategy documentation, not tied to a single business domain.
Key Highlights
- Lead routing with source/channel attribution and escalation rules
- Retention segmentation by lifecycle stage, recency, frequency, and conversion intent
- Winback automation for dormant cohorts with offer ladders and cadence controls
- Measurement design: uplift tracking, holdout groups, and cohort-level LTV
- Safeguards: frequency caps, suppression lists, and messaging windows
Tech Stack
Links
Summary
On-page overviewThis is a concise summary of the challenges, solution, and outcome for this project. Use the Case Study button above for the full deep dive.
The Problem
Most businesses run fragmented CRM motions where acquisition, retention, and winback are handled as disconnected campaigns, causing weak attribution and inconsistent follow-through.
The Solution
Defined reusable strategy engines that convert lifecycle state changes into deterministic actions: lead routing, retention nudges, and winback sequences with measurable guardrails.
The Outcome
A reusable CRM design that turns one-off campaign execution into repeatable, analyzable steps.
Team & Role
Wrote the strategy and execution model.
What I Learned
CRM performance compounds when lifecycle state, attribution, and message governance are modeled as system primitives rather than campaign spreadsheets.