A Global Brewing Group
Scaled Agile governance and AI/ML opportunity scoping for a major digital transformation programme.
Client
A Global Brewing Group
Industry
FMCG
Solution
AI/ML Analytics & Digital Transformation
Timeline
2018 - 2019
Status
DeliveredMeasurable Outcomes
Digital transformation governance framework designed and implemented across product teams.
Structured AI/ML opportunity exploration identifying high-impact analytics use cases for the business.
Formal reference confirming satisfactory delivery across the full engagement.
Demonstrates Purple Wire's AI/ML capability from 2018, well before the current AI wave.
Client Context
About the Client
Heineken South Africa is a subsidiary of Heineken N.V., one of the world's largest brewing groups. The South African operation runs a significant digital transformation programme, with multiple product teams working across data, analytics, and operational systems.
Operating Environment
The digital transformation programme required governance structure across multiple product teams, plus structured exploration of AI/ML analytics opportunities. Product backlog management was ad hoc, and the organisation lacked a clear framework for prioritising analytics investment.
Why Purple Wire
Purple Wire was engaged to design and implement a Scaled Agile governance framework and lead AI/ML opportunity scoping with a team of data scientists. This engagement, delivered in 2018-2019, demonstrates Purple Wire's AI/ML capability well before the current AI wave.
The Business Challenge
Heineken South Africa needed governance structure around a broader digital transformation programme, plus structured exploration of AI/ML analytics opportunities. Product teams required a data-driven grooming and prioritisation process, and the organisation needed to identify where advanced analytics could deliver the highest business impact.
Solution Approach
- Design and development of digital transformation governance processes based on a Scaled Agile approach
- Implementation of governance processes across product teams
- AI/ML advanced analytics opportunity exploration with a team of data scientists
- Data and analytics requirements gathering across business units
- Dashboard design for insight visualisation and executive reporting
- Stakeholder management across Product Managers and Product Owners
- Product demos and iterative feedback sessions
- Data-driven product backlog grooming and prioritisation framework
Implementation Timeline
Governance Design
Q1 2018Scaled Agile governance framework design tailored to the digital transformation programme structure.
Implementation
Q2 - Q3 2018Governance process rollout across product teams, with stakeholder alignment and training.
AI/ML Scoping
Q4 2018 - Q1 2019AI/ML opportunity exploration with data scientists, requirements gathering, and use case prioritisation.
Analytics & Dashboards
Q2 - Q3 2019Dashboard development, insight visualisation, and product demo cycles with stakeholder feedback.
Client Testimonial
“Purple Wire delivered a well-structured governance framework for our digital transformation programme and brought genuine data science capability to our AI/ML opportunity exploration. Their work gave us a clear, prioritised roadmap for analytics investment.”
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Solutions Deployed in This Project
AI & Advanced Analytics
AI/ML Opportunity Scoping
Scaled Agile governance and AI/ML analytics opportunity scoping for digital transformation.
Enterprise Data Management
Data Analytics Governance
Product backlog governance and analytics investment prioritisation framework.
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