August 12, 2026

Higher Education Quality Engineering: 8 ways the future should be brighter

This blog is written by Matthew Wheeler – MD Of Partnerships at Infuse.

Since joining Infuse and being flabbergasted (great word btw) at the lack of testing maturity in the sector I care deeply about, I have taken on a self-assigned mission to explore what the future could look like if a university software testing team were augmented by a specialist quality engineering partner. In short, the future state would likely shift from a traditional, project-by-project testing function to a continuous quality engineering capability that is embedded across the university’s digital ecosystem.  

Here are my eight reflections on why the future should be brighter for universities grappling with complex digital transformation. But first, the current state 

 

Current State (Typical University Testing Team) 

Many university testing teams are often characterised by:  

  • Small internal teams supporting numerous projects 
  • Heavy reliance on manual testing 
  • Limited automation coverage 
  • Peaks and troughs in demand aligned to academic calendars 
  • Multiple platforms to support, including: 
  • Student Information Systems 
  • Learning Management Systems (Moodle, Canvas, Blackboard) 
  • HR and Finance systems 
  • Admissions and Recruitment platforms 
  • Mobile applications 
  • Data and reporting platforms 

This can create challenges around scalability, release velocity, and maintaining quality during periods such as enrolment, clearing, and exams.  

 

Future State with specialist staff augmentation 

I’m not talking about the typical contractor model here either; this is about a long-term partnership that adds real benefits and cost-effective resourcing models to suit the uniqueness of each institution. 

 

  1. Quality Engineering instead of Traditional Testing

Rather than acting as a gatekeeper at the end of development, the testing function becomes involved from the beginning.  

Outcome:  

  • Early defect prevention 
  • Better requirements quality 
  • Testability built into solutions 
  • Reduced production incidents 

The testing team evolves into trusted quality advisors working alongside product owners, developers, architects, and business teams. 

 

  1. Automation-First Delivery

 A mature future-state model would have extensive automated coverage across:  

  • Regression testing 
  • API testing 
  • Integration testing 
  • User journey testing 
  • Performance testing 
  • Accessibility testing 

Infuse consultants could help establish:  

  • Test automation frameworks 
  • CI/CD integration 
  • Automated reporting dashboards 
  • Reusable test assets

Result:  

What previously took weeks of manual effort could run overnight or on demand.  

 

  1. AI-Assisted Testing

The university testing team would increasingly leverage AI capabilities to:  

  • Generate test scenarios 
  • Create test data 
  • Identify coverage gaps 
  • Analyse defects 
  • Predict high-risk areas 
  • Maintain automated test scripts 

Instead of spending time creating repetitive test cases, testers focus on:  

  • Exploratory testing 
  • Risk assessment 
  • Student experience validation 
  • Strategic quality improvement 

 

  1. Flexible Capacity During Peak Periods

Universities often experience predictable demand spikes:  

  • Admissions 
  • Clearing 
  • Enrolment 
  • Timetabling 
  • Exam results periods
      

An augmented model allows the university to scale testing resources quickly without permanently increasing headcount.  

Benefits:  

  • Faster project delivery 
  • Reduced burnout 
  • Better responsiveness to changing priorities 
  • Access to specialist skills when needed 

 

  1. End-to-End Student Experience Validation

 

The testing scope would expand beyond individual applications.  

Instead of asking:  

“Does this system work?” 

The team asks:  

“Does the student’s entire journey work?” 

Examples include:  

  • Application → Admission → Enrolment 
  • Student Portal → VLE → Assessment systems 
  • Graduation → Alumni services   

This provides a more holistic view of quality from the student and staff perspective.  

 

  1. Stronger Accessibility and Compliance Testing

Universities face significant accessibility and regulatory requirements.  

With specialist support, testing becomes more proactive around:  

  • WCAG accessibility compliance 
  • Data protection controls 
  • Security validation 
  • Audit readiness 
  • Equality and inclusion requirements
      

Quality becomes not just operational, but institutional.  

  

  1. Data-Driven Quality Management

A future testing function would operate using measurable quality indicators such as:  

  • Automated test coverage 
  • Defect leakage 
  • Release confidence scores 
  • Mean time to resolution 
  • Student-impact risk 

Leadership gains real-time visibility into quality across programmes and platforms.  

 

  1. Creation of a University Quality Centre of Excellence

One of the most valuable outcomes would be a sustainable internal capability.  

Infuse Consulting could help establish:  

  • Testing standards 
  • Quality governance 
  • Best practices 
  • Training and mentoring 
  • Career pathways for university testers 

The goal would not simply be outsourced testing, but a long-term partnership that leaves the university with stronger internal capability.  

 

What the team might look like in 3 Years 

Role  Focus 
Quality Engineering Lead  Quality strategy and governance 
Automation Engineers  Frameworks and continuous testing 
AI-Enabled Test Analysts  Test design and risk analysis 
Performance Specialists  Scalability and resilience 
Accessibility Specialists  Inclusive digital services 
Student Journey Quality Analysts  End-to-end user experience 
Infuse Consultants  Specialist expertise, mentoring, surge capacity 

 

Vision Statement 

A future university testing team augmented by Infuse Consulting would operate as a scalable, automation-led, AI-enabled Quality Engineering function that continuously assures the reliability, accessibility, security, and student experience of the university’s digital services while providing the flexibility and specialist expertise needed to support ongoing digital transformation.