Retail & F&B

Retail & F&B — Automating Voice Ordering and In-Store Service

Q: "Does it integrate with POS and kitchen display systems?"

"It integrates with major POS and KDS platforms via REST API. During onboarding, we design an integrated workflow with your store operations systems so the order-to-kitchen flow connects automatically."

Q: "Can it meet the mandatory accessibility requirements of the Korea Disability Discrimination Act?"

"Agent-R inherently satisfies voice conversation, multilingual guidance, and accessibility for the visually impaired. It is a solution aligned precisely with the existing kiosk mandate that takes effect on January 28, 2026."

Q: "Can a franchise headquarters centrally manage multiple locations?"

"An integrated control dashboard supports headquarters/branch permission separation and per-store menu RAG isolation. Headquarters can monitor service data and revenue flow across all stores at a glance."

Q: "How is ROI calculated relative to cost?"

"Compared with the monthly labor cost of one part-time worker, the SaaS subscription delivers roughly 40% savings. With 24/7 uninterrupted operation, you can expect savings of 80% or more versus the equivalent labor cost."

Plain kiosks are awkward for seniors, foreign visitors, and people with disabilities, and chatbots simply don't work on the store floor. Agent-R is a multimodal service solution that takes orders and recommends menu items through natural voice conversation while inherently meeting the accessibility requirements of the Korea Disability Discrimination Act.

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Retail & F&B — Automating Voice Ordering and In-Store Service — neurosam.AI Agent-R — AI-generated concept image · deployment environment

Pain → Gain

In-Store Service That Goes Beyond Plain Kiosks

Pain

Kiosk touchscreens become a barrier for seniors, foreign visitors, and people with disabilities.

Gain

Customers can order through natural voice conversation, so you inherently meet mandatory accessibility requirements.

Pain

Understaffed service during peak hours leads to long queues and higher walk-away rates.

Gain

Recognizing several customers at once, it serves and recommends menu items in parallel to cut wait times.

Pain

Reservation and inquiry calls that come in outside store hours go unanswered.

Gain

The AI phone assistant handles reservations, inquiries, and table guidance even after hours.

Pain

Without staff training, it's hard to convey new menu items and promotions accurately.

Gain

Workflow

In-Store Service Operating Scenario

From recognizing a visiting customer to order intake, payment, and after-hours service.

Store Entry Greeting

When a customer walks in, it greets them, presents the menu, and switches into voice ordering mode.

Voice Order Intake

Customers order menu items in natural language, with recommendations and options guided and confirmed by voice.

Payment Integration

It connects with your POS and payment terminals to carry the order all the way through checkout in a single flow.

Reservation & Inquiry Handling

During after-hours periods, the AI phone assistant handles reservation, table, and inquiry calls and sends you a summary.

FAQ

Retail & F&B Adoption FAQ

Does it integrate with POS and kitchen display systems?

It integrates with major POS and KDS platforms via REST API. During onboarding, we design an integrated workflow with your store operations systems so the order-to-kitchen flow connects automatically.

Can it meet the mandatory accessibility requirements of the Korea Disability Discrimination Act?

Agent-R inherently satisfies voice conversation, multilingual guidance, and accessibility for the visually impaired. It is a solution aligned precisely with the existing kiosk mandate that takes effect on January 28, 2026.

Can a franchise headquarters centrally manage multiple locations?

An integrated control dashboard supports headquarters/branch permission separation and per-store menu RAG isolation. Headquarters can monitor service data and revenue flow across all stores at a glance.

How is ROI calculated relative to cost?

Compared with the monthly labor cost of one part-time worker, the SaaS subscription delivers roughly 40% savings. With 24/7 uninterrupted operation, you can expect savings of 80% or more versus the equivalent labor cost.

Simplify In-Store Service and Ease Your Staffing Burden

From voice ordering and store guidance to after-hours phone service — Agent-R delivers everything your store needs in one solution.

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