Knowledge & insights

Rigorous research and delivery experience on enterprise intelligence and product craft.

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When ERP meets AI: from transactions to decisions

The bottleneck is rarely the model—it is whether semantics, process, and governance are ready.

Governed intelligence: the hidden threshold for enterprise AI

Without permissions, lineage, and exception paths, scale only amplifies risk.

The craft of consumer AI: restraint is harder than spectacle

Consumer intelligence wins on trust and tempo—not parameter count.