Agile Process Set Up for Commercial Analytics Platform for a US-Based FMCG Company to Accelerate Insights and Decision-Making.
Summary

A leading US-based food and beverage (FMCG) company struggled to build a unified commercial analytics platform due to buggy releases, inflexible processes, and delayed delivery under an ineffective hybrid model. To accelerate decision-making for global teams, leadership initiated a full transition to Agile methodologies. By conducting a 2-week bootcamp, forming cross-functional PODs, and configuring Jira for precise incident tracking and SLA management, the organization successfully improved code quality, reduced production downtime, and aligned software delivery with business priorities.

Challenge

The client's goal of building a unified commercial analytics platform was derailed by an existing hybrid delivery model. This approach proved highly ineffective, resulting in releases full of bugs, delayed deliveries, inflexible processes, and long feedback loops. Furthermore, unclear ownership across the pipeline led to misaligned priorities and low team morale.

Objective

Adopt an Agile delivery model to replace the failing hybrid approach, enabling responsive, efficient execution. The ultimate goal was to build a stable, unified commercial analytics platform that empowers global teams with actionable insights and enhances enterprise-wide decision-making.

Solution

Transition the organization to a structured Agile delivery framework centered around cross-functional PODs. Establish clear governance, configure Jira for precise sprint tracking and SLA management, and align all stakeholders through targeted bootcamps and Program Increment (PI) Planning sessions to ensure long-term scalability and continuous improvement.

Execution
  • Conducted a 2-week Agile bootcamp to align all stakeholders with the new delivery practices.
  • Studied current workflows and formed cross-functional PODs for end-to-end product delivery.
  • Facilitated PI Planning sessions to prioritize quarterly scope while ensuring complete risk visibility.
  • Established a strict Sprint cadence encompassing sprint starts, ends, demos, retrospectives, and reviews.
  • Anchored Scrum ceremonies across all PODs to build rapid adoption and establish a consistent delivery rhythm.
  • Captured learnings continuously to embed continuous improvement practices into the daily workflow.
  • Delivered core business and solutions architecture, including an Agile operating model, sprint/backlog templates, governance structures, and Jira workflows/dashboards.
Results
  • Successfully established comprehensive product and sprint backlogs in collaboration with all key roles.
  • Defined clear POD structures with distinct ownership assigned across Architects, Engineers, Analysts, and Stewards.
  • Achieved tight alignment between PODs and sprint goals, ensuring delivery consistently matched business priorities.
  • Completed discovery phases early, effectively de-risking subsequent development sprints.
  • Established clear SLAs and configured Jira to track incidents, which directly reduced production downtime.
  • Improved overall estimation accuracy and code quality through structured, predictable Agile delivery.
Tech Stack
Component Tool
Methodology & Frameworks Agile Delivery Framework, Scrum, Program Increment (PI) Planning, Sprint Cadence
Project Management & Tracking Jira (workflows, dashboards, sprint tracking, incident management)
Operations SLA configurations for defect triaging and downtime management
Key Takeaways
  1. Frameworks dictate output quality: Shifting from a flawed, inflexible hybrid model to a disciplined Agile framework directly resolved issues with buggy code and delayed releases.
  2. Cross-functional PODs eliminate bottlenecks: Grouping Architects, Engineers, Analysts, and Stewards into cohesive PODs eradicates the unclear ownership and long feedback loops that typically stall enterprise projects.
  3. Tooling must mirror the process: Successfully adopting Agile requires corresponding technical configurations; custom Jira workflows, dashboards, and SLAs were critical to making the new processes trackable and enforceable.
  4. Education drives adoption: The dedicated 2-week Agile bootcamp was vital for resetting team morale and aligning all stakeholders on the new operating model before execution began.