Local Edition
For chains with 5 to 500 storesOne edition per store

Every store gets its own front page, every week.

Local Edition gives a chain's head office a weekly edition for each store: a special adapted from its own menu, a sound brief, a neighbour to partner with and an event night. Each one is drafted by an NVIDIA Nemotron agent from the taste of that store's block, checked by NeMo Guardrails and shipped with the evidence behind every line. Head office approves on one map. Each store gets a one-page staff card.

Open the sample chainHow it works

A hackathon build. The chain you will open, Kettle & Kiln, is a labelled sample: eight coffee shops at real New York corners, not a customer. Its tools are test accounts: a Square sandbox, a demo Slack workspace and a demo mailbox. There is no pricing and nothing to buy.

The weekly loop

Four steps, every Monday, for every store.

  1. 1Inputs

    Read the block

    Qloo's Taste AI scores what the few streets around each store like, against the city as a whole: flavours, music, places, pastimes. The menu and store list come straight from Square.

    • Qloo Taste AI
    • Square
  2. 2Monday build

    Draft the edition

    A Nemotron agent on Nebius Token Factory calls tools for each store, adapts one item from your own menu, picks artists, a neighbour and an event, and keeps the evidence for every line. Tavily checks what is on nearby that week.

    • Nemotron
    • Nebius Token Factory
    • Tavily
  3. 3Head office

    Check and approve

    NeMo Guardrails removes health claims and off-voice copy. A larger Nemotron reviews the whole chain for clashes. Head office approves, edits or regenerates on the portfolio map, store by store or all at once.

    • NeMo Guardrails
    • Nemotron Ultra
    • Slack
  4. 4In store

    Deliver to the store

    The approved special goes onto the Square menu, the staff card goes to the store's Slack channel and inbox, and event nights land in the store calendar. When a menu changes in Square, the next edition knows.

    • Square
    • Slack
    • Gmail
    • Outlook
    • Calendar
A real edition from the sample chain

Williamsburg, issue 43.

This is what head office reads for one store. Every line carries the call that justified it, and a line with no evidence is dropped before anyone sees it.

Kettle & Kiln (sample chain)Sample data

The Williamsburg Edition

No. 43Week of Mon 26 Oct 2026Bedford Ave & N 7th St

This week's special · from the Cortado

Orange Peel Cortado

Our cortado with a twist of fresh orange peel and a pinch of dark chocolate. Bright up front, round at the finish.

  • orange peel
  • dark chocolate
  • fig jam
Staff line: If someone asks what is different, say the peel is cut fresh each morning.
The block, against New York
  • Indie Rock+0.34
  • Vintage Shopping+0.31
  • Record Stores+0.29
  • Natural Wine+0.27
  • Vegan Bakery+0.24

Qloo /v2/insights · lift +0.34

On the speakers

Jangly, unhurried, a little scuffed

Loose, guitar-led records that sound better the louder the room gets. Keep it low until noon, then let it climb.

Big Thief · Mac DeMarco · Yo La Tengo · Parquet Courts · Beach House

Qloo /v2/insights · affinity 0.88

Next door · 112 m

Tern & Tallow Vintage

Show a Tern & Tallow receipt, get a dollar off any cortado. We pin a shop card by our register in return.

Qloo /v2/insights · 112 m away

Thu 19:00

Vinyl and Cortado Night

Neighbours bring one record to play. We pour cortados and keep the volume where people can still talk.

Qloo /v2/insights · lift +0.34

Connects to what you already use

No spreadsheets to move. The edition goes where your stores already look.

  • Square

    Menu and locations in. The approved special out, as a new item on each store's menu. Menu changes sync back as they happen.

  • Slack

    Each staff card is posted to the store's channel. Head office gets Approve and Edit buttons right in the thread.

  • Gmail

    Staff cards are emailed from head office's own mailbox. When a store replies, the reply shows up on that store's edition.

  • Outlook

    The same delivery and replies for chains on Microsoft 365, from the head-office address stores already know.

  • Google and Outlook Calendar

    A calendar feed of every store's event nights. Subscribe once and next week's events appear on their own.

  • Every move between Local Edition and these tools is logged, in or out, with the store it touched.

    See the sample chain's sync log
Built on

Each part does real work you can trace.

Qloo Taste AI
What each store's block likes compared with the city: flavours, artists, places nearby. The reason behind every item.
NVIDIA Nemotron on Nebius Token Factory
Nemotron 3.5 Super VL runs the agent and reads menu photos, Lightning writes the copy and Nemotron 3 Ultra reviews the chain.
NeMo Guardrails
Checks every line for health claims and brand voice. Changes are shown to head office, never hidden.
Tavily
Finds what is on near each store that week, so an event night can tie in with the neighbourhood.
Cloudflare
Hosts the app, keeps each workspace's data, caches every Qloo answer and runs the weekly build step by step.

Which model did which step, the guardrail test results and the latest Nebius job runs are on the proof page. What it cannot do yet is on the limits page.

Open the sample chain and approve an edition.

Eight Kettle & Kiln stores, this week's editions, the evidence drawer and the staff cards. Each visitor gets a private copy, so nothing you approve changes what anyone else sees.

Open the sample chain

A hackathon build. The chain you will open, Kettle & Kiln, is a labelled sample: eight coffee shops at real New York corners, not a customer. Its tools are test accounts: a Square sandbox, a demo Slack workspace and a demo mailbox. There is no pricing and nothing to buy.