LeadingAgile is Now LiminalArc. Read the Full Announcement

Move beyond isolated AI experiments to build scalable, domain-driven systems with AI-ready architectures.

Enhance valuation and accelerate ROI through due diligence, tech migrations, and strategic restructuring.

Control cloud costs, streamline data, and focus investments on high-value, scalable solutions.

Streamline operations and improve decision-making by aligning your ERP systems with how your business actually works.

Reduce risk and increase resilience by closing the security gaps hiding in your architecture and workflows.

Optimize operations, restructure teams, and modernize technology to maximize the value of digital investments.

Deliver mission-critical software in production-ready increments that create measurable value early.

Reduce risk and complexity with every cycle, turning legacy systems into platforms that can evolve.

The belief that shaped us — and how it evolved into LiminalArc, the natural next step in our journey.

Our team of over 100 experts spans the nation, from consultants and technical architects to product specialists.

We are looking to hire mature, pragmatic consultants who are deeply passionate about meaningful change.

GQM Approach: Agile Metrics

Reading: GQM Approach: Agile Metrics
GQM Approach: Agile Metrics

When undertaking an Agile transformation, there is a need to collect data to demonstrate progress and show improvement, but where does one even start? Common Agile metrics approaches do well at measuring team velocity and throughput but can sometimes overlook the requirements of executive sponsors, product management, and other key stakeholders. This problem is often rooted in a lack of understanding about what business goals are driving decision making throughout the organization and what questions we should be answering with the metrics we collect.

The “Goal-Question-Metric” (GQM) approach is a proven method for driving goal-oriented measures throughout a software organization. With GQM, we start by defining the goals we are trying to achieve, then clarifying the questions we are trying to answer with the data we collect. By mapping business outcomes and goals to data-driven metrics, we can form a holistic picture of the Agile environment and clearly articulate how we are doing across the span of the enterprise.

During this session, we will explore the GQM approach and show its effectiveness in identifying the key information your enterprise needs to know at the Executive, Portfolio, Program, and Delivery tiers. We will provide example metric sets for each tier and explain the goals and questions that drove us to them. At the end of this talk, the audience will understand, not only how to ask the right questions, but specifically what metrics can be used to answer them.

Next Student Q&A: Normalizing Story Points as Time w/ Derek Huether

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