Designing a Data-Driven Product Prioritisation Model

Rocket Software - Work Project

Overview

Problem Type

Product Governance & Roadmap Scalability

Solution Type 

Cross-Functional Prioritisation Framework & ER Alignment Model

Role

Product Manager

Focus Areas

Product Prioritisation, Enhancement Request Governance, Roadmap Planning, Stakeholder Alignment, Strategic Trade-Offs

Core Skills Applied

Product Strategy, Roadmap Governance, Cross-Functional Collaboration, Agile Planning, Operational Structuring, Prioritisation Framework Design, Stakeholder Communication

Key Metrics Managed

Roadmap Predictability, Cross-Team Alignment, ER Intake Efficiency, Strategic Initiative Throughput, Engineering Planning Efficiency, Customer & Partner Impact

Challenge

As enhancement requests (ERs), customer escalations, strategic platform improvements, and long-term roadmap initiatives increased, the organisation began facing growing challenges in maintaining consistent prioritisation and cross-functional alignment.

The Product, Support, and Engineering teams often operated with fragmented context around enhancement requests, ownership status, urgency, and roadmap intent. Communication gaps between teams led to inconsistent prioritisation signals, reactive decision-making, and limited visibility into why certain requests were being advanced while others were deferred.

At the roadmap level, there was no standardised framework to evaluate competing priorities across dimensions such as:

• Customer urgency and enterprise impact

• Technical debt and platform stability

• Strategic enhancement value

• Market differentiation opportunities

• Expansion and partnership potential

• Customer trust and long-term relationship impact

This created operational friction across planning cycles, reduced roadmap predictability, and slowed decision-making for newly incoming enhancement requests.

Solution & Approach

To solve this, I introduced a two-layered product governance and prioritisation model focused on both operational alignment and strategic roadmap standardisation.

1. ER Communication & Alignment System

To improve coordination between Product, Tech Support, and Engineering teams, I established a structured ER communication mechanism using prioritisation flags, contextual notes, and standardised request annotations.

This created a shared operational language across teams, enabling:

• Clear visibility into enhancement status and business context

• Better alignment on urgency, customer impact, and dependencies

• Faster engineering understanding of PM intent and roadmap relevance

• Improved continuity of communication across cross-functional workflows

The system significantly reduced ambiguity around incoming requests and helped operational teams stay aligned with evolving PM priorities.

2. Product Prioritisation Framework

Building on the operational improvements, I designed a structured prioritisation framework for roadmap and feature sequencing.

The framework evaluated initiatives based on weighted business and technical dimensions including:

• Customer urgency and demand

• Technical debt reduction and platform sustainability

• Strategic enhancement value

• Market differentiation impact

• Revenue and expansion opportunities

• Customer and partner trust improvement

• Long-term product and platform alignment

I also introduced roadmap standardisation principles that enabled cross-functional teams to better understand how and why features would be prioritised within the product lifecycle.

This shifted roadmap planning from reactive escalation management into a transparent and repeatable decision-making process.

Impact

The initiative substantially improved roadmap governance, communication clarity, and prioritisation efficiency across Product, Support, and Engineering functions.

Outcomes Delivered

• Improved roadmap predictability by 25% through standardised prioritisation and governance workflows

• Increased cross-functional alignment by creating shared visibility into ER status, urgency, and strategic importance

• Enabled Support and Engineering teams to proactively contribute roadmap suggestions for new enhancement requests

• Reduced turnaround time for evaluating and prioritising incoming ERs

• Improved prioritisation consistency across strategic initiatives, customer requests, and technical investments

• Enhanced collaboration between PM, Support, and Development teams through clearer operational communication structures

• Created a scalable prioritisation model capable of supporting enterprise growth and expanding customer requirements

Business Value

By combining operational ER alignment with a structured prioritisation framework, the initiative established a scalable product governance model that improved both execution efficiency and strategic roadmap planning.

The process not only increased delivery predictability and cross-functional transparency, but also enabled Product, Support, and Engineering teams to collaboratively evaluate and shape roadmap decisions, accelerating prioritisation while strengthening customer and partner confidence in the product organisation.