Quality Engineering Maturity Assessment Tool
Build a clearer path to quality improvement with expert-led AI-powered QE maturity assessment
When quality issues are manifesting in production, or inefficiencies are creeping in across teams, processes and delivery stages, it is hard to know where improvements should start. There is an easy way to figure it all out, and drive the change you need to improve your development outcomes.
At Resillion our specialists use a QE maturity assessment tool to support interview preparation, evidence analysis and reporting against a structured maturity framework. Our assessment tool has AI-assisted workflows, helping accelerate evidence review, pattern identification and report preparation instantly as data becomes available. You benefit from faster insight, clearer priorities and credible recommendations, with experienced assessors retaining control over every reported finding.
Trusted by leading organisations
Helping organisations improve quality, resilience and delivery confidence across complex digital estates.
Assess QE maturity with speed, structure and human judgement
With AI our assessment teams prepare interviews, analyse evidence, score maturity and report findings against a structured framework covering around 600 criteria. We accelerate the work needed to identify current quality practices, improvement gaps and priority actions.
AI-assisted workflows improve speed and consistency, while experienced Resillion assessors review every finding and recommendation before finalisation.
Used with Resillion’s assessment approach, the tool helps produce structured, evidence-led insight while keeping expert judgement at the centre of the assessment. And with the speed of AI, you can make informed investment decisions quickly, and witness the efficiency improvements faster.
A structured approach to assessing QE maturity
Resillion has built 30 years of experience in process improvement in the form of our QE Maturity Assessment Framework into the QE Maturity Assessment Tool to provide reliable data-driven outcomes. The framework guides our teams in evaluating maturity gaps and improvement priorities, while the tool and AI-assisted capabilities accelerate evidence review, pattern identification and structured output preparation for assessor validation.
Context-aware interview preparation
Helps assessors prepare focused questions by role and process area.
Evidence mapping against maturity criteria
Maps evidence against Resillion’s approximately 600-criteria framework.
Human-in-the-loop verification
Keeps AI-assisted findings subject to assessor review.
Structured assessment outputs
Produces scorecards, gap analyses, summaries and findings reports.
AI-assisted analysis
Reduces manual effort while preserving methodology consistency and assessor control.
BENEFITS
How Resillion’s QE maturity assessment gives you faster, clearer quality improvement priorities
At Resillion, our approach to delivering better quality outcomes with a structured QE maturity assessment offers advantages such as:
Faster AI-assisted evidence analysis across teams and delivery stages
Clearer maturity baseline against structured assessment criteria
More consistent findings through assessor-validated AI support
Earlier visibility of quality risks and improvement gaps
Stronger prioritisation for transformation and investment decisions
Credible reporting for stakeholders, leaders and delivery teams
Challenge
A technology organisation needed to evaluate the maturity, effectiveness and alignment of its quality processes across a complex software delivery environment. It wanted clearer visibility of QA practices, quality risks, process gaps and improvement priorities before deciding how to raise maturity across test policy, test organisation, strategy and automation.
Approach
Resillion applied its structured QE Maturity Assessment methodology, using stakeholder interviews, maturity mapping and evidence-based scoring against a repeatable framework informed by multiple industry-recognised testing maturity models. The assessment reviewed the current “as-is” maturity position, defined a target “to-be” state and assessed key process areas using detailed criteria to support objective, quantifiable findings.
Result
The client received an executive summary, maturity rating, category-level findings and prioritised recommendations covering areas such as automation strategy, test traceability, release predictability, defect management, CI reliability and data-led decision-making. This gave leadership a clearer roadmap for improving quality maturity and focusing investment where delivery risk was highest.
WHY US?
How we turn capabilities into results
Here’s how our QE maturity assessment approach delivers positive business outcomes:
Role-based questions
What this does for you
Helps Resillion assessors prepare sharper interviews for each stakeholder group.
Result
Better evidence capture
AI-assisted evidence analysis
What this does for you
Helps identify maturity signals faster across interview content and supporting evidence.
Result
Faster assessment cycles
600-criteria framework
What this does for you
Supports benchmarking of quality practices against structured assessment criteria.
Result
Clearer maturity baseline
Assessor validation
What this does for you
Keeps expert judgement in every final recommendation.
Result
Credible findings
Gap analysis
What this does for you
Shows where quality weaknesses affect delivery outcomes.
Result
Targeted improvement priorities
Maturity scorecards
What this does for you
Helps compare maturity across teams and process areas.
Result
Easier stakeholder alignment
Executive summaries
What this does for you
Turns assessment findings into clear, decision-ready outputs for leaders.
Result
Faster leadership buy-in
Findings reports
What this does for you
Provides detailed evidence behind every recommendation.
Result
Accountable improvement roadmap
WHY NOW?
Still hesitating? See what’s at stake
If you’re not convinced by Resillion’s QE maturity assessment approach, consider what you’ll be up against without it:
Quality decisions stay shaped by opinion rather than assessor-validated evidence
Process gaps and maturity patterns take longer to identify across teams
Improvement plans lack the evidence base needed to gain leadership support
Manual evidence review slows interview consolidation and fair comparison
Maturity ratings become harder to defend without structured scoring and assessor validation
Transformation priorities drift without AI-assisted analysis and a credible assessment baseline
Our experts
Robby Putzeys
Head of Quality Engineering
Robby Putzeys is a seasoned leader with over 25 years of experience in software quality engineering, helping organizations deliver high-quality IT systems, digital products, and complex technology landscapes across industries such as telecommunications and consumer electronics.
Conor Thomson
Expert in Quality Engineering and AI Practices
Conor is a Global Solution Architect with 12 years’ experience in Quality Engineering, QA, test automation, software delivery, AI engineering, and digital transformation.
