Preparing a software project
Identify users, workflows, current systems, integration needs and measurable acceptance criteria before defining the application scope.
MALVE GROUP
Technical resources
Practical considerations for software, automation, electrical planning, energy studies and industrial maintenance.
Evaluating an AI use case
Review data availability, confidentiality, human oversight and integration requirements. Define how the result will be assessed before implementation.
Electrical planning
Gather architectural plans, occupancy requirements, common-area services, elevators, pumps and expected growth. Define equipment rooms and routes early.
Power quality and maintenance
Unexpected trips, conductor heating and power-factor issues should be measured before equipment replacement. Keep diagrams and inspection records up to date.