Prioritizing with RICE

Prioritize Your Customer Journey Gaps with the RICE Framework (Don’t Try to Fix Everything at Once)

Digital Transformation can seem daunting, especially when businesses attempt to address every issue simultaneously. To achieve Digital Maturity, focus on making targeted, incremental improvements rather than sweeping, disruptive changes. As a concrete first step, assemble a cross-functional team and schedule a dedicated customer journey mapping session. This approach helps you quickly turn your intentions into action and build early momentum.

Mapping Friction Points in Your Customer Journey

Before you buy software, identify where your process hurts. The Customer Journey Map (CJM) is a visual story of every experience your customer has with your brand. To create a CJM, start by gathering direct customer feedback and internal insights to understand pain points. Next, map out each key touchpoint your customer encounters across departments. Finally, analyze the collected data to spot gaps and opportunities for improvement. A thorough CJM identifies:

• Friction Points: Specific gaps between departments where the ball is dropped.

• Customer Emotions: How these gaps make customers feel—frustrated, ignored, or like they are doing your job for you.

• Staff Impact: How clunky tools lead to low morale, disengagement, and hours of wasted manual labour.

• Root Causes: Pinpointing exactly where and why a breakdown happens (e.g., a website form that only sends an email instead of syncing with your CRM).

From To-Do List to Agile Backlog

Once you have your list of friction points, it’s natural to feel a bit overwhelmed by the number of possible solutions. It’s common to start with a straightforward “to-do list,” often inspired by gut instincts or the latest marketing trends.

Instead, we create an Agile Backlog. Unlike a static to-do list, a backlog is a living collection of opportunities prioritized by:

1. Customer Relevance: Does this solve a “moment of truth” for the buyer?

2. Value Proposition: Does this project reinforce your unique brand promise?

3. Measured Effort: We weigh the business value against the actual technical “heavy lifting” required.

Scoring with RICE: A Customer-Centric Filter

To objectively narrow the backlog, we use the RICE technique. This step ensures you focus on high-impact, low-effort opportunities first. Assign a score to each of the four RICE factors using a simple scale:

• Reach: Estimate how many customers will be affected by the change over a given timeframe (e.g., weekly or monthly). Use concrete numbers, such as 200 users per month, to keep estimates consistent.

• Impact: Score the potential outcome for each initiative on a scale of 3 (massive), 2 (high), 1 (medium), and 0.5 (low).

• Confidence: Rate how certain you are about your estimates, using a percentage (e.g., 100% for full confidence, 80% for good data, 50% if assumptions are less certain).

• Effort: Estimate the total amount of work required, measured in person-weeks or another fixed unit, and use whole numbers for clarity.

By quantifying each area upfront, you help your team apply the RICE method consistently and transparently when prioritizing what to tackle first.

• Reach: How many customers will benefit from this fix?

• Impact: How much will this improve the customer experience or your bottom line?

• Confidence: How sure are we about these projected gains?

• Effort: How much work (time/money) will it take from your IT team or contractors?

By filtering your technology opportunities through RICE, you ensure your team focuses solely on improvements that drive retention and profitability.

The Bottom Line

Pick one friction point and one project. Measure the improvements, iterate, and move forward steadily. To track progress and demonstrate impact, select a few key metrics to monitor before and after each change. Useful metrics include customer satisfaction scores (such as NPS or CSAT), process time or cycle time for the affected workflow, and customer retention rates. Tracking these metrics helps you communicate tangible results to stakeholders and keeps the team aligned on real progress.