ARTIFICIAL INTELLIGENCE (AI)

AI and Machine Learning (ML) technologies are being integrated within automation testing at a lightning pace. The excitement among various companies to leverage AI and associated technologies, to transform business processes, reinventing how they run, compete and innovate is quite noticeable.  KompuSys understands the market requirements and partners with their clients in a multi-step approach covering assessment, tools & techniques, skills and retraining for existing team, augmenting the `right`skills and align the overall delivery addressing Continuous Integration (CI), Continuous Delivery (CD) and Continuous Testing (CT).  At its core, ML is a pattern-recognition technology—it uses patterns identified by your machine learning algorithms to predict future trends. ML consumes tons of complex information and find predictive patterns, alerting or segregating those differences. This is the reason why ML is so powerful. 

According to C. Williams (IEEE paper), Artificial Intelligence (A.I.) is a multidisciplinary field whose goal is to automate activities that presently require human intelligence. Recent successes in A.I. include computerized medical diagnosticians and systems that automatically customize hardware to particular user requirements. The major problem areas addressed in A.I. can be summarized as Perception, Manipulation, Reasoning, Communication, and Learning. Perception is concerned with building models of the physical world from sensory input (visual, audio, etc.). Manipulation is concerned with articulating appendages (e.g., mechanical arms, locomotion devices) in order to effect a desired state in the physical world. Reasoning is concerned with higher level cognitive functions such as planning, drawing inferential conclusions from a world model, diagnosing, designing, etc. Communication treats the problem understanding and conveying information through the use of language. Finally, Learning treats the problem of automatically improving system performance over time based on the system's experience.

AI, ML & Automation Testing 

Combining the three streams, AI, ML and automation, there are various avenues to enhance the testing efforts in an organization.  KompuSys partners with their clients to architect the roles and provide the right consultants to address the challenges or changes.