AI-Powered QA Workflows That Continuously Learn and Improve
Turn your requirements into automated, self-healing test pipelines. Our retrieval-augmented workflows generate, execute, and evolve test cases — reducing bugs, risk, and maintenance time across your releases.
RAG + LLM Integrated
CI/CD Ready
Model-Agnostic
Risk-Aware Testing
Self-Healing Automation
The Workflow at a Glance
Each stage is enhanced by intelligent agents that adapt tests to code changes, retrain on results, and flag risks automatically.
🤖
Select LLM
📋
Input Requirements
🧠
Add Context (RAG)
🎯
Define Test Scope
⚡
Generate Test Cases
✅
Approve Test Set
⚙️
Generate Automation
▶️
Run Suite
📊
Results & Defects
🚀
Export to CI/CD
🔁
Self-Healing & Re-Training
Intelligence Built Into Every Stage
Self-Healing Tests
Detect and fix broken selectors, element changes, and API drift without human input.
Automatic Bug Creation
When failures occur, the system generates defect reports and pushes them to Jira or your tracker instantly.
Re-Training & Continuous Learning
AI agents learn from every test cycle, improving precision and context over time.
AI Risk Analysis
Identify flaky tests, high-failure modules, and compliance risks using predictive intelligence.
Results You Can Expect
Faster Test Design
AI accelerates test creation by orders of magnitude.
Fewer Bugs in Production
Catch issues early through context-grounded testing.
Lower Maintenance Overhead
Self-healing tests reduce manual rework.
Faster ROI
See measurable results from the first release cycle.
RAG: The Brain Behind It All
Retrieval-Augmented Generation grounds our LLMs in your real-world data — documentation, APIs, and historical defects.
The result? Tests that are factual, traceable, and aligned with your business rules.
Bespoke RAG Pipelines
Built around your domain and documents.
Explainable Outputs
Every test maps back to its source.
Version Control Ready
Trace changes over time.
How AI Test Group Keeps Your QA Alive
Every workflow we deploy runs as a living system. It learns from test history, adjusts automation, re-generates weak cases, and continuously improves coverage over time.
Input
Generate
Re-Train
Analyse
Execute
DeepEval
RAGAs
LangSmith
Playwright
CI/CD APIs
From Requirement to Reliable Release
Input & Context
Upload requirements or connect Jira — AI ingests your documentation and specs.
Generate & Execute
The system builds and runs test suites using Playwright and AI agents.
Report & Evolve
Defects are logged automatically; AI retrains for better accuracy each cycle.
Proven Across Every Industry
Tailored testing for your compliance, scale, and release velocity.
Finance
Healthcare
SaaS
Retail
Public Sector
See Your QA Workflows Think for Themselves
Experience how AI Test Group turns requirements into results — through retrieval, reasoning, and automation.