The situation I was solving
Customers describe needs through occasion, style, budget, and context while catalogs use structured merchant language. Service and loyalty questions add identity, policy, and transactional risk.
Read the underlying principle: The opportunity comes first. The technology comes second. →What becomes better
A grounded concierge could translate intent into real inventory, explain recommendations, support bounded service tasks, and escalate cleanly—without inventing products or treating every conversation as the same type of action.
How I work through it
I separated answering, recommending, and acting because each needs progressively stronger source accuracy, identity, confirmation, and audit. The concept connects intent routing, catalog retrieval, business rules, account systems, consent, and human handoff.
Go deeper: Taste is becoming a business capability. →What I carry forward
A chat bubble is not a commerce product. The value sits in grounding language in live products and policies, then managing the boundary between helpful conversation and consequential action.
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