RETAIL & HOSPITALITY · THREE FIELD EXPERIENCESindustries / retail

The best service agent is present at the exact moment of need.

A voice agent at the drive-through. A multilingual guide across a Thailand mall. A product concierge at a major Thailand duty-free operator. Three very different service realities, designed as operational systems rather than generic chatbots.

BUILT FOR OPERATIONS
01VOICE AGENT02MALL ASSISTANT03DUTY-FREE
WORKFLOW · BOUNDARY · EVIDENCE
03field experiences
VOICEdrive-through agent
THmall + duty-free
THREE BUILT EXPERIENCES · CUSTOMER NAMES WITHHELD

Voice, destination, and product intelligence designed around the moment the customer needs help.

Voice + menuWayfinding + eventsCatalog + inventoryPOS + human handoff
01

Drive-through voice

Handle noise, accents, menu rules, order confirmation, POS handoff, and a fast human fallback.

02

Mall assistant

Guide visitors across stores, events, services, and wayfinding in the language they choose.

03

Duty-free concierge

Ground product discovery in availability, brand knowledge, traveller context, and staff escalation.

04

Operations layer

Give staff a governed source for policy, procedures, service standards, and live exceptions.

EVIDENCE & SCOPEClient identities and measured service outcomes are withheld until publication approval. The workflow detail reflects delivered solution patterns.

INDUSTRIES · RETAIL

Pilot it on one flagship floor. Measure the basket.

Book a sovereignty briefing ↗Inspect customer proof