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QA, test automation and AI validation services

Four services, two disciplines. Quality engineering that prevents failures, and AI automation that saves time and builds capability. Each diagram is the flow we build; click through for the full picture.

COMMIT TO PRODUCTION, EVERY STEP VERIFIED Commit Build ✓ Unit tests 214 ✓ Integration 48 ✓ E2E · 4 SHARDS IN PARALLEL shard 1✓ shard 2✓ shard 3✗ shard 4✓ failure caught in CI, not by users Release gate go / no-go Production Monitoring live signals feed the gate
01

System reliability and release assurance

For businesses with production issues or critical releases

We find the failure points across UI, backend, and API, then build the test automation and release gates that stop them reaching production.

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TEST IT LIKE IT WILL BEHAVE, NOT LIKE IT DEMOS Model or prompt change EVALUATION SUITE defined inputs → expected behaviour Pass or fail vs baseline Ship DRIFT MONITOR, IN PRODUCTION behaviour tracked against the baseline, alert on shift a drift alert re-opens evaluation
02

AI reliability and production monitoring

For businesses where AI consistency, accuracy and trust are critical

Evaluation systems that score AI behaviour, catch drift early, and keep models reliable once they are in front of real users.

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REPETITIVE WORK IN, FINISHED ACTIONS OUT Email enquiry Document Chat message GUARDRAILS + VALIDATION AI agent reads, decides, takes the next step Reply drafted System updated Report created Human review not sure? it asks, never guesses
03

AI automation and intelligent workflows

For businesses that want to save time and reduce costs through AI

Chatbots, agents, and AI workflows built end to end, with the guardrails that make them safe enough to trust with real work.

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TODAY: MANUAL HAND-OFFS Copy from email by hand Re-type into the spreadsheet Chase approval wait… Update the other system automated, validated, logged AFTER: ONE PIPELINE Start trigger Read + extract ✓ Validate the data Update systems ✓ Done AUDIT TRAIL what ran, what passed, when
04

Business process automation and workflow systems

For businesses with manual operations or scaling challenges

Manual operations turned into validated pipelines, with the audit trails that keep accuracy and compliance visible.

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How we work

Identify risks and inefficiencies

Your systems, workflows, and AI usage are analysed to uncover failure points, manual bottlenecks, and areas where reliability is at risk.

Assess reliability and behaviour

Backend systems, customer facing flows, and AI behaviour are evaluated under real conditions to expose gaps, inconsistencies, and hidden risks.

Design automation and validation systems

Automation, validation, and monitoring systems are designed to prevent failures and ensure consistent, reliable behaviour across operations.

Implement and control releases

Workflow automation, system validation, and release controls are implemented so every change is tested, measured, and safe to deploy.

Transfer ownership or continue optimisation

Teams are enabled to operate and maintain systems independently, with ongoing optimisation of reliability, automation, and performance where needed.

See these services applied in real engagements on the case studies page.

Book a call to discuss quality engineering, AI automation, or both.

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