Key clean energy
Component Categories
Components estimated
tested under AI per year
Days
Minutes
Al-enabled IEC report automation, pulling structured data from source forms (CDF, confirmation docs, sensor feeds
Live edit + Al co-pilot interface, with input validation and instant version tracking
Assess & Plan – Analyze existing lab setup and compliance goals
Standardize & Integrate – Unify equipment control into API-based protocols
Data Management – Set up data pipelines for analytics and reports
Schedule & Optimize – Activate AI task manager for smart job routing
Deploy & Train – Web UI rollout with user permissions + training
Support & Scale – Live dashboards, archiving, audits, and ongoing tuning