automation for tradespeople and small local businesses. For larger organisations, it delivers AI strategy, training, data protection–aware implementations, and agent-based tools, with an emphasis on data sovereignty and avoiding vendor lock-in. Glasswork Analytics also develops retrieval-based assistants, classification and extraction workflows, and process-specific automations, and supports clients with ongoing adjustments and training. Its work focuses on bounded, measurable use cases where AI can safely remove repetitive administrative work.