About SquareNumbers
SquareNumbers is a consultancy that does two things well. We build quality engineering and test automation systems so software teams can ship fast without breaking things. And we design and build AI automation, from intelligent workflows to agentic systems, so businesses can adopt AI in a way that is practical, reliable, and safe.
The work spans QA strategy, test automation, release validation, AI evaluation, LLM integrations, and workflow automation. The common thread is measurable confidence. Whether you are releasing software or deploying AI, the output should be something you can trust.
SquareNumbers was founded by Gil Avraham after a decade building quality and automation systems inside some of the most demanding engineering organisations in the world: Apple, Symantec, Payoneer, and VMware, most recently as Principal SDET at ONE ZERO, a regulated digital bank, owning quality strategy across five teams shipping weekly releases. That background is the point. The rigour those environments demand is what every SquareNumbers engagement gets.
Core capabilities
System Architecture and Reliability
Distributed systems, backend architecture, failure analysis, release control, system observability
Automation and Validation Systems
Workflow automation, validation design, CI/CD integration, monitoring and alerting
AI Systems and Evaluation
AI evaluation frameworks, drift detection, model behaviour monitoring, production safeguards
Platforms and Infrastructure
AWS, Kubernetes, CI/CD systems, cloud based architectures
Book a call to discuss quality engineering, AI automation, or both.