Neuraplex
Neuraplex AI testing solutions
SOLUTIONS · NEURAPLEX

Three Ways AI Can Improve Your Software Quality

Each service addresses a distinct layer of quality assurance — choose one or combine them for broader coverage.

Back to Home
METHODOLOGY

How We Work

Every engagement follows the same structured approach — ensuring nothing is left undefined before work begins.

01

Scoping Call

We discuss your stack, environment, and where quality gaps are most pressing.

02

Written Plan

A clear test plan with scope, criteria, and timeline — agreed before work starts.

03

Implementation

Framework setup, model training, or pipeline integration — with regular check-ins.

04

Handover

Structured session covering documentation, walkthrough, and questions.

SERVICE-001

AI-Powered Test Automation

Implementation of AI-driven testing frameworks that generate test cases, identify regression-prone areas, and prioritise testing effort based on code change analysis. The service covers framework setup, model training on historical defect data, and integration with CI/CD pipelines — suited for Malaysian software teams seeking more thoughtful testing coverage.

Key Capabilities

  • AI-generated test case suggestions based on code analysis
  • Risk-based test prioritisation using historical defect data
  • CI/CD pipeline integration (GitHub Actions, GitLab, Jenkins)
  • Regression detection across code change impact zones
  • Documented framework with version-controlled test scripts

Process Steps

  1. 1
    Environment audit — reviewing your existing stack, build pipeline, and available test history
  2. 2
    Framework selection and configuration — choosing tooling matched to your stack
  3. 3
    AI model training on historical defect and coverage data
  4. 4
    CI/CD integration, pipeline testing, and calibration
  5. 5
    Documentation, walkthrough, and knowledge transfer session

ENGAGEMENT PRICE

RM 6,200

Full scope — setup, integration, handover

Enquire
AI-Powered Test Automation

TYPICAL TIMELINE

Week 1Audit & planning
Week 2–3Framework setup & model training
Week 4Integration, QA, handover
Visual Regression & UI Testing

WHAT GETS DETECTED

Unintended layout shifts
Colour and typography changes
Element size or position drift
Cross-browser rendering differences
Mobile vs desktop inconsistencies
SERVICE-002

Visual Regression & UI Testing

Deployment of computer vision-based visual regression testing systems that detect unintended UI changes across web and mobile applications. The engagement includes baseline establishment, sensitivity calibration, cross-browser configuration, and alert workflow integration — designed for product teams maintaining consistent user experiences.

Key Capabilities

  • Visual baseline establishment across all target pages
  • Sensitivity thresholding to reduce false positives
  • Cross-browser and cross-device coverage
  • Alert integration with Slack, email, or webhook
  • Diff report generation for team review
  1. 1
    Page inventory and priority mapping
  2. 2
    Visual baseline capture across browsers and viewports
  3. 3
    Sensitivity calibration and threshold tuning
  4. 4
    Alert workflow setup and team integration

ENGAGEMENT PRICE

RM 4,500

Full scope — setup, integration, handover

Enquire
SERVICE-003

Quality Analytics & Defect Prediction

Development of predictive models that analyse development metrics, code complexity, and historical defect patterns to forecast quality risks in upcoming releases. Services include data pipeline setup, model training, risk dashboard development, and integration with project management tools for proactive quality planning.

Key Capabilities

  • Defect prediction model trained on your project's history
  • Code complexity and churn analysis pipelines
  • Pre-release risk scoring dashboard
  • Integration with Jira, Asana, or Linear
  • Readable reports for both engineering and product teams
  1. 1
    Data source audit — version control, defect tracker, CI history
  2. 2
    Data pipeline setup and historical data processing
  3. 3
    Predictive model training and validation
  4. 4
    Risk dashboard build and PM tool integration
  5. 5
    Team walkthrough and interpretation guide

ENGAGEMENT PRICE

RM 3,800

Full scope — pipeline, model, dashboard, handover

Enquire
Quality Analytics & Defect Prediction

RISK METRICS TRACKED

Code churn rateHIGH SIGNAL
Cyclomatic complexityHIGH SIGNAL
Historical defect densityMEDIUM
DECISION GUIDE

Which Service Is Right for You?

Use this table to understand what each service covers — and where they can be combined.

Capability Test Automation Visual Regression Defect Prediction
Functional test coverage
UI consistency checks
Release risk forecasting
CI/CD pipeline integration
Best for high UI iteration rate
Best for large legacy codebases
Starting priceRM 6,200RM 4,500RM 3,800
STANDARDS

What Applies Across All Services

Data Security

All client data is handled under NDA with restricted access and no post-project retention.

Written Scope Agreement

Engagement scope confirmed in writing before work begins — no surprises mid-project.

Knowledge Transfer

Every project closes with structured documentation and a team walkthrough session.

PRICING

Clear, All-Inclusive Prices

Each price covers the complete engagement — no hourly billing, no surprise extras.

SERVICE-003

Defect Prediction

RM 3,800

Analytics pipeline, model, risk dashboard, PM integration, handover

Enquire
POPULAR

SERVICE-002

Visual Regression

RM 4,500

Baseline setup, calibration, cross-browser config, alert workflow, handover

Enquire

SERVICE-001

Test Automation

RM 6,200

Framework setup, model training, CI/CD integration, test scripts, handover

Enquire

Not Sure Which Service Fits?

A short conversation is usually enough to identify the right starting point for your team's needs.

Start a Conversation