AI Query Builder

Designed for Enterprise organisations - AI Query Builder bolt-on allows users to interrogate large datasets using natural language. Privacy first. Your data never leaves your environment

Ask your data questions

Your data already holds the answers. Reaching them usually means writing queries, building reports, or waiting on someone who can. AI Query Builder removes that barrier. Ask a question in plain language and it works out what you mean, checks back with you if anything is unclear, then returns a clear answer. No query language, no report backlog, no specialist required. Anyone on the team can explore the dataset and act on what they find. And it does all of this privately, only the structure of your data is ever shared with the AI, never the data itself.

AI Query Builder interface showing a chat to find the product with highest revenue and a data table of results.

Fair pricing. Maximum benefits.

AI Query Builder is priced to make enterprise-grade AI analysis simple to adopt. One predictable annual fee includes a monthly credit allowance, so there are no surprise bills while your team gets to know its data. As usage grows, higher tiers add more monthly credits at a lower cost per credit, so your pricing scales sensibly rather than steeply.

FROM

$2,950

/ year

Plan
Annual Price
Monthly Credits
AI Query Builder
$2,950
1000
2x
$3,450
2000
5x
$3,950
5000
10x
$4,450
10000

How AI Query Builder works

Three steps from question to insight, with no data science team required.

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Add it to your app

Drop the AI Query Builder component onto your canvas and point it at your dataset. Verify your access token, choose your query mode, and you are ready to go.

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Ask naturally

Type a question the way you would ask a colleague. AI Query Builder interprets it, asks for clarification when it needs to, and builds the query for you behind the scenes.

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Get answers

Results come back as clear tables you can read, refine, or export. Every question runs against live data, so what you see stays current.

AI Query Builder interface showing token verification, dataset info, and AI chat query example.

DEMO

How AI Query Builder can offer intelligent insights

See AI Query Builder in action. In this short walkthrough we put real questions to a live dataset and watch the answers come back, from a simple total to a nuanced comparison the AI clarifies before it responds. It is the quickest way to understand what natural language analysis can do for your team.

Watch now

Frequently asked questions

What data is sent to the AI model?
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Your actual data never leaves your environment. AI Query Builder works on a privacy-first basis, so the only thing sent to the AI model is metadata from the XDC cache that describes the shape of your dataset, such as table structure, column names, and data types. The AI uses this to understand your question and build the right query. The values in your data are never sent up.

Do unused credits rollover?
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No. Your credit allowance refreshes at the start of each month, so unused credits do not carry over. This keeps billing simple and predictable, and means you always start the month with your full allowance.

Can I downgrade mid-subscription term?
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Downgrades take effect at renewal rather than mid-term. If your usage has settled at a lower level, you can move to a smaller tier when your annual subscription renews. You can upgrade at any time.

What happens if I upgrade mid-month?
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You get your new, higher credit allowance straight away, not at the start of the next month. The subscription cost is adjusted on a pro-rata basis for the remainder of your term, so you only pay the difference for the time left.

What happens if I burn through my monthly credit allowance early?
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Nothing breaks. We apply a soft limit rather than a hard stop, so any published project keeps working as normal. Your account manager will then get in touch to talk through your options and find the right allowance for how your team is using it.

What counts as a credit?
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In most cases, one question uses one credit. Credit use is based on the size of your question and the response needed to answer it, so a complex query or a large amount of context may use more than one. As a rough guide with the current models, one credit covers around 9,000 characters with Gemini or around 3,000 characters with Claude. These figures may change as the underlying models are updated.

Can I use my own API key?
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No. You can choose whether Gemini or Claude powers AI Query Builder, but it is not possible to bring your own API key. Access to the model is handled for you as part of the bolt-on, which keeps setup simple and usage covered by your credit allowance.

Get started

Add the bolt-on now

Contact us to add the AI Query Builder bolt on to your Squirrel365 Subscription