Influencing product direction through UX metrics

Turning design into a decision driver by making its impact visible.

Work Delivered:

Metrics Strategy
DesignOps
Metrics Architecture
System Design
UX Performance Framework
Product Alignment

Influencing product direction through UX metrics

Turning design into a decision driver by making its impact visible.

Work Delivered:

Metrics Strategy
DesignOps
Metrics Architecture
System Design
UX Performance Framework
Product Alignment

Influencing product direction through UX metrics

Turning design into a decision driver by making its impact visible.

Work Delivered:

Metrics Strategy
DesignOps
Metrics Architecture
System Design
UX Performance Framework
Product Alignment

Industry

Industry

EdTech, K–12 SaaS

EdTech, K–12 SaaS

Headquarters

Headquarters

Atlanta, GA

Atlanta, GA

Founded

Founded

2018

2012

Company Size

Company Size

250+ employees

101-250

Key Markets

Key Markets

U.S. K–12 Districts

U.S. K–12 Districts

Growth Stage

Growth Stage

Series B Growth Investment

Series B Growth Investment

Use case

IT, asset, facilities, and HR workflows

IT, asset, facilities, and HR workflows

Highlights

  • +31% improvement in workflow speed

  • −35% reduction in rework

  • +20% increase in component reuse

  • UX integrated into product and engineering decision-making

Overview

The UX team was delivering strong work, but it had no weight in product decisions.

Leadership could not see how design affected delivery. Without that visibility, UX stayed in a support role.

The goal was to change that.

Understanding the Problem

Design impact existed, but it was not measurable. Without a shared model, it could not influence direction.

  • UX impact was difficult to quantify

  • Workflow efficiency was not visible to leadership

  • Component reuse was not tracked

  • Rework patterns were hidden

  • UX was treated as a service function

Decisions followed what could be measured. UX was not part of that system.

Strategic approach

The approach was to connect UX to delivery outcomes.

Building a performance model for UX

I introduced a UX performance framework tied directly to how the product shipped.

Key metrics were defined around workflow speed, component reuse, rework frequency, system adoption, handoff readiness, and design cycle time.

These metrics translated design work into operational signals. They were brought into product and engineering discussions, aligning UX with existing delivery conversations.

The system made design visible where decisions were made.

Principle: What gets measured shapes product direction.

Key Initiatives

UX performance framework

There was no structure for evaluating UX impact.

What I did

  • Defined a set of metrics tied to delivery outcomes

  • Tracked performance across projects and teams

  • Created a repeatable model for measuring UX over time

What changed

  • UX work became quantifiable

  • Leadership could evaluate design alongside engineering

  • Decisions included design impact

Metric definition and alignment

Existing data was fragmented and not connected to UX.

What I did

  • Defined metrics such as workflow speed, reuse, rework, and adoption

  • Added signals like handoff readiness and cycle time

  • Mapped these to delivery performance

What changed

  • A shared language across UX, product, and engineering

  • Clearer understanding of where inefficiencies existed

  • Better prioritization decisions

Integration into product discussions

UX was not part of decision-making forums.

What I did

  • Brought UX metrics into product and engineering conversations

  • Used data to support tradeoffs and prioritization

  • Aligned UX with delivery goals

What changed

  • Design influenced product direction

  • UX became part of how work was evaluated

  • Stronger alignment across teams

Additional improvements

  • Increased visibility into design system adoption

  • Identified and reduced rework patterns

  • Improved coordination between design and engineering

  • Strengthened DesignOps foundation

Cross-Functional Collaboration

Partnered with product and engineering leadership to embed UX metrics into existing workflows.

Used shared data to align priorities and drive decisions.

Financial Impact & Business Enablement

UX moved from supporting decisions to shaping them.

The work made it clear where design improved speed, reduced waste, and strengthened delivery. Once visible, it became part of the system.

  • 31% faster workflow speed

  • 35% reduction in rework

  • 20% increase in component reuse

  • Improved delivery efficiency and reduced wasted effort

Takeaway

Influence comes from visibility. When design is measurable, it drives direction.

Role

Director of UX

Led the creation of a UX performance framework. Connected design work to delivery outcomes, introduced measurable signals, and embedded UX into product and engineering decision-making.

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