Two AI CRMs, different audiences

Lightfield and Corial share a core belief: AI should capture and structure sales data automatically. Both eliminate manual data entry. Both learn from conversations. The difference is in what they understand and how they structure it.

Lightfield is designed for general B2B sales teams. It works across industries with customizable workflows and a broad integration ecosystem. Corial is designed for one specific world: B2B ingredient and raw material commercialization. Every pipeline stage, every AI prompt, and every entity model is built for how ingredient companies actually sell.

Where domain expertise matters

When you mention "Ceramide IV in an O/W emulsion" in a voice note, Corial recognizes the ingredient, the formulation type, and the technical context. It links the conversation to the right project, identifies the formulation testing stage, and creates an action item for sample preparation. A generic AI CRM captures the text but misses the domain significance.

This difference compounds over time. Meeting briefs in Corial reference formulation history, regulatory considerations, and competitive positioning for specific ingredient categories. Stalled project alerts understand that formulation testing normally takes 45 days, not 14. Relationship mapping knows that engaging procurement without R&D approval is putting the cart before the horse.