AI Quality Engineering

New rules
for testing
AI.

New rules for testing AI. And AI-powered testing for everything else.

Two distinct capabilities in one practice: a new methodology for validating AI and agentic systems that traditional QA cannot handle, and three proprietary tools that make testing traditional software dramatically faster.

70%
Reduction in test maintenance overhead
3x
More coverage at the same team size
45%
Fewer escaped defects in production
Our IP

Three proprietary tools.

Each built for a distinct quality engineering challenge. Use one or all three.

Coded Framework

TestForge AI

Code-first AI test automation that writes, runs, and repairs itself.

TestForge AI is our proprietary AI-powered test automation framework. It generates test cases from user stories and acceptance criteria, executes them across browsers and APIs, and self-heals broken selectors automatically when the UI changes. Intelligent CI/CD prioritisation means only the tests relevant to each code change run in every pipeline.

70%
less test maintenance
3x
more test coverage
18x
faster regression suites
Engineering TeamsQA LeadsDevOps / Platform
No-Code Platform

QA Studio

Visual, no-code test design for teams that need to move fast.

QA Studio is our low-code/no-code visual test design platform. Business analysts and QA leads design, manage, and execute test scenarios without writing code. AI generates test data, boundary cases, and edge scenarios automatically from plain-language requirement descriptions. Real-time reporting connects directly to your project management tools.

5x
faster test creation
Zero
coding required
80%
of scenarios auto-generated
Business AnalystsQA TeamsProduct Managers
Agentic QE

Sentinel

Autonomous AI agents that test your AI systems, around the clock.

Sentinel is our agentic quality engineering platform built specifically for AI systems. It deploys autonomous testing agents that continuously evaluate your LLM outputs for quality degradation, probe for prompt injection and jailbreak vulnerabilities, track model drift between versions, and file issues automatically with full evidence packages. Purpose-built for the era of non-deterministic software.

24/7
autonomous AI monitoring
100%
of AI outputs evaluated
60%
faster defect detection
AI Engineering TeamsSecurity / CompliancePlatform Engineering
Industries

Where we deliver.

Healthcare ISVs

HIPAA-compliant AI validation, clinical decision support testing, compliance audit trails.

FinTech & Banking

Regulatory-grade test evidence, fraud model validation, high-frequency regression.

Insurance

Claims AI validation, underwriting model testing, adverse action audit trails.

Enterprise SaaS

Multi-tenant test isolation, AI feature validation, continuous quality monitoring.

Case Studies

Results we have delivered.

FinTech Platform (Series C)
Financial Services · 80-person engineering team
Challenge

Manual regression suite taking 3 full days to run, blocking a weekly release cycle. Test maintenance consuming 40% of QA team capacity. Moving to daily releases was blocked on test infrastructure.

Solution

Deployed TestForge AI with AI-generated test cases, self-healing selectors, and intelligent CI/CD prioritisation. Regression suite restructured around risk-based test selection.

Results
Regression suite runtime from 3 days to 4 hours
70% reduction in test maintenance overhead
Moved from weekly to daily release cadence
QA team capacity redirected to exploratory testing
18x
Faster regression
70%
Less maintenance
Daily
Release cadence
Healthcare AI Platform
Healthcare · AI clinical decision support product
Challenge

AI clinical decision support system with no validation framework. Failing compliance audits. No mechanism to detect when model updates degraded output quality. Security team flagging prompt injection risk.

Solution

Deployed Sentinel for continuous AI output evaluation, golden dataset regression, automated red-teaming, and full audit trail generation for regulatory submission.

Results
Achieved compliance sign-off in first audit cycle
45% reduction in escaped defects in production
Full audit trail generated automatically for every AI decision
Prompt injection vulnerabilities identified and resolved before production
45%
Fewer escaped defects
100%
Compliance pass rate
60%
Faster defect detection

Ready to modernise your QA?

Tell us about your quality challenges, whether that is testing AI systems or accelerating traditional QA. We will respond within one business day.