Automation & AI Engineering

Automation & AI Engineering

Automation that scales. AI that accelerates.

Most automation projects fail within 18 months. The frameworks become brittle, the coverage drifts from what actually matters, and the maintenance overhead grows until the suite does more harm than good. We have seen it hundreds of times — and we build it differently.

Our Automation and AI Engineering practice combines deep framework expertise with AI-powered test generation, intelligent test selection, and CI/CD integration that makes automation a genuine delivery accelerator rather than a liability.

We design automation your team can own and extend. Everything we build comes with documentation, knowledge transfer, and a clear maintenance model so it does not become a dependency the moment we leave.


What we build and implement

Automation Framework Design and Build

Playwright, Selenium, Cypress, Appium, WebdriverIO — framework designed for your tech stack, your team’s capability, and your delivery model. Built to scale, not to impress in a demo.

AI-Assisted Test Generation

Generate structured test cases directly from requirements, user stories, and acceptance criteria using AI — reducing the gap between what is specified and what is tested.

Intelligent Test Selection

Run the right tests at the right time based on change impact analysis — cutting pipeline duration without cutting coverage where it matters most.

CI/CD Pipeline Integration

GitHub Actions, Jenkins, Azure DevOps, GitLab CI — automation integrated into your pipeline so quality gates run on every commit without manual intervention.

Framework Health Audits

Existing automation underperforming? We audit the framework, identify the root causes of brittleness or poor coverage, and produce a prioritised remediation plan.

Defect Pattern Analysis

AI-powered analysis of defect data across test runs to identify systemic issues, recurring failure patterns, and coverage gaps before they become production incidents.


Our technology stack

Web automation — Playwright, Selenium, Cypress, TestCafe, WebdriverIO

Mobile automation — Appium, Espresso, XCUITest

API testing — Postman, REST Assured, Karate

Performance testing — JMeter, k6, Gatling

CI/CD — GitHub Actions, Jenkins, Azure DevOps, GitLab CI

Reporting — Allure, ReportPortal, custom dashboards


Who this is for

  • Engineering teams whose automation is slow, fragile, or increasingly hard to maintain
  • QA leads who need a framework built from scratch — the right way, the first time
  • Organisations scaling delivery who need automation that keeps pace with product growth
  • CTOs who want AI embedded in their quality pipeline, not bolted on as an afterthought

Find out where automation creates the most value for your team

The Cynapse IQ Assessment identifies your highest-value automation opportunities, models the ROI, and produces a prioritised implementation roadmap.

Book an Assessment →