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Ask NUA: How Natural Language Queries Work

Why NUA AI answers plain-English business questions instead of making you build a report, and what's actually happening behind that answer.

6 min·2026-08-10

Most restaurant reporting tools require you to know which report to build before you can get an answer. NUA AI inverts that: you ask the question the way you'd ask a manager, and it queries the data directly.

What this replaces

The old workflow was: open a dashboard, find the right report, filter by date range, export to a spreadsheet, do the actual comparison yourself. The new workflow is asking "why was Tuesday slower than usual" and getting an answer in the time it takes to type the question.

It's grounded in your data, not general knowledge

A query like "which menu item has the worst margin" pulls from your actual recipe costing and sales data. Not a generic industry answer. The value is entirely in the specificity.

An example exchange

Example query

"How did Saturday compare to last Saturday?" → "Covers were up 8%, but average spend was down $2.40, mostly fewer add-on drink orders. Labour cost tracked normally against the forecast."

Where the answer comes from

Behind the plain-English interface, the query is translated into an actual data lookup across the relevant modules (POS transactions, staffing records, inventory movements) and the answer is composed from real numbers, not a language model guessing.

Why this matters for a busy operator

The value isn't the novelty of talking to software. It's that getting an answer stops requiring you to already know how to build the report. That's a meaningfully lower bar, especially mid-service when there's no time to open five tabs.

Frequently asked

What kind of questions can I actually ask?

Anything grounded in your venue's own data (sales trends, staffing costs, inventory levels, guest patterns) phrased however you'd naturally ask a manager.

Does it just search the web for an answer?

No. It queries your venue's live operational data directly. Answers are specific to your business, not generic advice.

See NUA running a venue like yours.
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