Air Miles
Software Delivery Process Improvement for Loyalty Marketing Company
Redesigned how a key product group delivered customer-facing features to address delays, low quality, and mistrust between teams.

The Challenge Ahead
The loyalty marketing company was struggling with their software delivery process, facing three core issues:
- Delivery delays that impacted marketing campaigns and customer experiences
- Quality issues that required extensive rework and damaged credibility
- Trust deficits among stakeholders that created friction and slowed decision-making
The product group responsible for customer-facing features was particularly affected, with downstream impacts across the organization.
How I Helped
Phase 1: Root Cause Analysis
I worked closely with the teams to understand the underlying causes of the dysfunction:
- Mapped existing workflows and identified bottlenecks
- Conducted stakeholder interviews to surface hidden frustrations
- Analyzed historical delivery data to quantify the problems
Phase 2: Organizational Redesign
Based on my analysis, I proposed and implemented changes to how the team was structured and operated:
- Reorganized teams around clear product outcomes
- Established new roles and responsibilities
- Created clear escalation paths and decision-making authority
Phase 3: Process Improvement
I introduced new processes to improve delivery quality and predictability:
| Area | Before | After |
|---|---|---|
| Planning | Ad-hoc, reactive | Structured quarterly planning |
| Quality | Issues found in production | Shifted-left testing approach |
| Communication | Sporadic updates | Regular stakeholder syncs |
Business Impact
The transformation resulted in:
- Reduced delays in delivering customer-facing features
- Improved quality with fewer production issues
- Rebuilt trust between product, engineering, and business stakeholders
- More predictable delivery enabling better marketing planning
Testimonials
"Shuman is a unicorn... he challenges the group to think about the bigger picture and aim high."
— Lori Franze, Director, Marketing, Air Miles


