NRF Day Two: Voice Agents Compete With Smart Carts for the Conversation

I’m filing this from a folding chair near the Innovators Showcase, where a smart cart with a tablet bolted to the handle just rolled past a booth demoing a voice agent that takes drive-thru orders. The two demos were close enough that the cart’s onboard speaker briefly answered the voice agent’s prompt back. Nobody flinched. That, more than anything, is Day 2 at the Javits Center: the AI conversation has gone so wide it doesn’t always know which industry it’s talking to.

If you came to NRF 2025 as a restaurant operator hoping for a track of your own, you came on the wrong day. Tuesday belonged to retail’s headline acts — loss prevention, computer vision, the smart cart rematch — and restaurant-specific sessions were the minority on the schedule even though the underlying stacks are now identical. Voice agents, vision, agentic checkout, loyalty graphs: same vendors, same demos, different signage. The operator on the floor had to work harder to find what was relevant. That’s the dispatch.

Retail Brought the Microphones; Restaurants Brought the Receipts

Yesterday’s session calendar set the tone. MicroStrategy’s Monday 9:15 AM slot — archived now over at strategy.com — leaned hard into BI-for-retail framing, the kind of deck where every customer logo is a department store and the QSR case study is a parenthetical. Today the pattern repeated. Rethink Industries’ published event guide for NRF 2025 lists dozens of sessions; the ones explicitly tagged for restaurants and food service are a thin slice. The rest are retail-coded but stack-equivalent, which is both the good news and the trap. The good news: the AI tooling restaurants need is being battle-tested on a much bigger dataset. The trap: nobody on stage is translating it back into kitchen, drive-thru, or front-of-house language for you.

I sat in on a session this morning where a panelist talked for twenty minutes about “conversational commerce at the shelf” before someone in the row behind me — a multi-unit franchisee, badge said Midwest something — muttered, “this is just a kiosk with better manners.” He wasn’t wrong. The voice agent demos I watched on the floor afterward were doing roughly what the better drive-thru AI vendors were doing a year ago, just dressed up in retail aesthetics. The operators who can read past the signage are going to walk out of here with a vendor shortlist. The ones waiting for a session titled “AI for Restaurants, Specifically” are going to leave disappointed.

The Innovators Showcase Is Still the Best Room

Credit where it’s due: NRF’s own Greatest Hits preview flagged the Innovators Showcase as one of the spots worth budgeting time for, and it’s holding up. Roughly fifty vendors in a curated pen, and a meaningful fraction of them are restaurant-adjacent or restaurant-native even if the marketing copy hedges. I clocked at least three voice-ordering plays, two kitchen-vision startups, one labor-forecasting tool that was clearly pivoted from grocery, and a payments company that politely admitted half its pipeline is QSR.

One overheard, from a regional ops director to a vendor rep, paraphrased: “I don’t need it to talk to my guest, I need it to talk to my POS.” That’s the question of the week and the vendors who have a clean answer to it are the ones I’d be writing checks to. As our later coverage argues, the integration story is doing more work than the model story right now, and the Showcase is where you can pressure-test it in five-minute increments without sitting through a keynote.

I’ll have more on one specific vendor conversation in a forthcoming Operator case study — there’s a labor-side use case here that deserves its own write-up rather than a hallway paragraph.

What Restaurant Operators Should Actually Do Today

Three notes if you’re here on a badge and have Wednesday left:

One, skip the keynote-stage sessions unless the title literally contains a restaurant word. The retail-coded talks will be archived; the floor conversations won’t. Two, treat the smart cart vendors as voice-agent vendors in disguise — most of them have the same conversational layer underneath, and several have told me off-record they’d take a QSR pilot tomorrow. Three, the convergence is real but the translation work is yours to do. Nobody at this show is going to map “endless aisle” onto “limited-time offer” for you. If you can do that mapping in your head while walking the floor, you’ll leave with a better roadmap than the retailers will.

Olo’s at ICR today too, which is its own conversation — public-markets restaurant tech is a different room with a different temperature — and I’ll have something on the tonal contrast between that audience and this one once I’m off the Javits floor and back near a real outlet. For now, the dispatch from the Pass: the AI conversation is in the building, it’s just wearing a retail name tag.

— Samuel hosts the Service podcast and files occasional Pass pieces from the road. Tips: tips@tabletransfers.com.