RUBIKSCORPRUBIKSCORP · Pune, India
Applied AI & Machine Learning
Test whether a specific idea can solve a measurable business problem.
Begin with the decision
We start with the operational task, the information available and how success will be measured.
Data assessment
Understand coverage, quality, permissions and gaps before selecting a model.
Proof of concept
Test a narrow approach against a baseline and a defined evaluation set.
A decision about next steps
Review the evidence, limitations and effort needed before considering further development.
Possible areas of work
Computer vision, internal workflow automation, data analysis and operational decision support. Feasibility depends on the data, constraints and acceptance criteria for the individual project.
- Agree a task, baseline and acceptance criteria.
- Build and test a limited prototype.
- Review results and decide whether to continue.
Explore a specific problem
Describe the task and what a useful result would look like.