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Quality engineering

Release software with confidence, including AI-generated change.

OVERVIEW

Assure every release—from application change to AI-generated code

Frequent releases and AI-generated change need risk-based coverage, automated regression and accountable release decisions. We bring quality and security gates into CI/CD; testoriumz supports test management, low-code automation, AI root-cause analysis and dashboards.

Agree baseline measures for validation lead time, critical-journey coverage and escaped defects, then track improvement. Discuss release assurance.

WHAT WE DELIVER

What we deliver

Five deliverables connect risk coverage, application testing and release evidence.

Test strategy and risk coverage

Risk assessment, critical-journey inventory and coverage priorities with accountable business and release owners.

Automation and regression

Maintainable test packs and execution results, with ownership of test data and suite updates.

API and integration assurance

Contract and end-to-end tests covering mappings, reconciliation, failures and dependent-system changes.

Performance and user experience

Load and recovery scenarios plus usability validation for agreed journeys and service objectives.

AI code assurance and release gates

Review and test AI-written change; combine quality evidence with code and supply-chain checks. AppSec scope is agreed with Cyber Security.

ILLUSTRATIVE USE CASES

Two release-assurance patterns

Illustrative engagement patterns for AI-generated change and complex migration, with quality and security checks before release.

AI-written change to release evidence

Review AI-generated code, execute testoriumz regression and use VectorX code and supply-chain analysis where appropriate. Cyber-Safe Delivery aligns agreed checks with release approval.

Migration to programme assurance

Assess migration and customisation risk, validate integration rebuilds and execute regression and security checks. Automated Testing & Release Assurance Packs support the agreed validation scope.

LINKFIELDS IP & ACCELERATORS

Quality engineering tools and accelerators

Select software and reusable delivery IP around your existing toolchain, required coverage and agreed quality and security gates.

testoriumz

testoriumz

Linkfields’ continuous quality engineering platform: test management, low-code automation, AI root-cause analysis, dashboards and CI/CD integration.

VectorX

VectorX

Code scanning and supply-chain analysis from repository to release complement testing where AI-written change and software dependencies require security review.

Release assurance and Cyber-Safe Delivery

Automated Testing & Release Assurance Packs and Cyber-Safe Delivery support agreed quality and security gates. Tailor coverage, thresholds and release accountability to the programme.

Fit and licensing

Products are available by licence, subscription or SaaS, with or without a Linkfields services engagement. Discovery agrees product fit, reusable accelerator content and client-specific engineering.

SECURE BY DESIGN

Quality and security gates across CI/CD

  1. Step 1: Baseline risk

    Identify critical journeys, AI-code scope and failure impact. Client release owners agree coverage, test environments, permitted data and acceptance thresholds.

  2. Step 2: Design maintainable packs

    Plan regression, API, performance and user validation. Define traceability, suite ownership and quality/security gates before execution.

  3. Step 3: Execute and triage

    Trace results to changes and investigate causes with testoriumz where appropriate. Combine relevant VectorX findings and Cyber-Safe Delivery controls; assign remediation owners.

  4. Step 4: Review and improve

    Present release evidence, residual risks and exceptions to the accountable approver. Maintain test packs and measure escaped defects and validation cycle time after handover.

ACCEPTANCE & ACCOUNTABILITY

Evidence for the release decision

A release review should receive coverage against critical journeys, traced execution results, defect status, security findings and accepted exceptions. The accountable release owner decides whether agreed gates have been met; testing does not remove every risk.

Compare regression coverage, defect escape and validation lead time with the agreed baseline. Record toolchain, release scope and measurement period, and retain a redacted evidence pack for delivery governance.

See Our approach and commercial models for delivery governance and engagement details.

ENGAGEMENT & BUYER QUESTIONS

Plan the right engagement

Use Fixed Price for a defined release-assurance scope, or Time & Materials for discovery and evolving coverage. A Dedicated Team supports sustained quality engineering; Managed Service can cover managed quality or a testing centre of excellence. Outcome-Based terms require measurable assurance baselines and attribution.

Let’s connect

Tell us about your release-assurance priorities

What happens next

  1. We route your enquiry to the relevant portfolio specialist.
  2. Where needed, we agree an NDA before you share confidential information.
  3. We clarify your priorities and agree the right next step with you.

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