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GROUNDED AI ANALYST · GROWTH AND UP

AI that reads your Tally and never makes up a figure.

Questions are resolved through the semantic layer, not by guessing SQL against raw tables. When the data cannot support an answer, the analyst says so instead of inventing one — because a confident wrong number in an accounting app is worse than no number. It gets quoted in a meeting, and nobody goes back to check it.

AI ANALYST · GROUNDED ON YOUR SYNCED BOOKSDEMO DATA
> who owes me over 90 days
₹7,80,150 across 11 bills and 6 parties.
measure outstanding_amount · dimensions party, ageing_bucket · 11 records · tap to open the bills
> what will my GST liability be next quarter
I can’t answer that from your books.
A forward GST liability is not a measure over your synced data. I will not estimate one.
who owes me over 90 daysmargin by item group this quarterwhich items lost margin after the price revisionsales by party, this month against lastwhat is the value of my closing stockwhich parties owe me the most
How it stays honest

Three rules, and the third one is the product.

Grounding is not a disclaimer at the bottom of the answer. It is the only route the analyst has to a number at all.

Ask in plain English

“Who owes me over 90 days”, “margin by item group this quarter”, “which items lost margin after the price revision”. No report to find, no filter to configure, no query language to learn.

Every answer cites its rows

The measure, the dimensions and the record count come back with the figure, one tap from the vouchers behind it. If you do not believe the number, you can go and look at what made it.

Refusals over hallucinations

The analyst can only answer through the governed measures over your synced books, so it has no route to a figure that is not there. Unmapped data returns a clear “I can’t answer that from your books”.

The Ask tab

Six questions the app suggests, and what comes back.

These are the suggestions the app itself offers on the Ask screen. Five of them answer. The sixth is the one that matters.

ASKED

How much money is owed to me right now?

₹4,21,04,880 across 412 open bills, and ₹2,77,84,700 of that is already overdue.

Outstanding · 5,412 bills · as of today 18:40

ASKED

What were my total sales last month?

₹52,84,120 across 148 invoices — 8.4% above the month before. Your best week was 12–18 Aug.

Sales vouchers · 148 invoices · Aug 2026

ASKED

Who are my top 10 customers by sales?

Sample Agro Traders ₹41.8 L, Demo Farm Supplies ₹33.2 L, Sample Crop Care ₹28.6 L — and seven more, ₹1.24 Cr between them.

Sales by party · FY 2026-27

ASKED

What is my total overdue receivable amount?

₹2,77,84,700. The 90+ bucket alone is ₹54,29,170 across five parties.

Ageing buckets · receivables

ASKED

Show my monthly sales trend for the last 6 months.

Up from ₹38.2 L in March to ₹52.8 L in August, with a dip in June — about 6.7% growth a month.

Monthly sales · 6 periods

REFUSED

What is my staff cost per rupee of sales?

I cannot answer that from your Tally data — no payroll ledgers are synced, so any number would be invented. Map a salary group and I will compute it.

Refused rather than estimated

That last answer is the point. Nothing in the synced books maps to payroll, so there is no honest staff-cost figure to give — and the analyst says exactly that, along with what you would have to map for it to become answerable. It is allowed to refuse, and it does.

Where it lives

The same analyst, in both apps.

Ask is a tab in the mobile app and an item in the console sidebar. Both resolve through the same governed measures, scoped to the company you are looking at.

ASK YOUR DATA · CONSOLESCOPED TO DEMO TRADERS PVT LTD
What were my total sales last month? Which parties owe me the most? What is my total overdue receivable amount? What is the value of my closing stock?
> Which parties owe me the most?
Shree Enterprises is your largest overdue at ₹18,42,300 across 3 bills, the oldest 214 days. Mahalaxmi Traders follows at ₹11,08,450. View the compiled query · the rows are one tap away
Ask about your books…ASK
✦ ASK · MOBILE TABANDROID
Ask me anything about your books — I answer from your synced Tally data, and I show the rows behind every figure.
> What is my total overdue receivable amount?
₹2,77,84,700. The 90+ bucket alone is ₹54,29,170 across five parties. Ageing buckets · receivables
> What is my staff cost per rupee of sales?
I cannot answer that from your Tally data — no payroll ledgers are synced, so any number would be invented. Refused rather than estimated

The AI analyst is on the Growth tier and above. It reads your books; it does not write to them. See the tiers →

Questions

About the analyst specifically.

What stops it from inventing a number?

It can only answer through the governed measures defined over your synced books, so it has no route to a figure that is not there. Every answer carries its measure, its dimensions and its record count, one tap from the vouchers behind it. When a question cannot be answered from those measures it says so rather than estimating.

Can it change anything in my books?

No. The analyst reads; it does not write. Entries posted back into Tally go through the console’s New Entry screen and the Push Queue, which is opt-in per company and separate from Ask.

Which plan includes it?

Growth and above. Starter carries the flagship reports, the mobile app and outstanding with aging; the analyst and the self-serve builder switch on at Growth.

Does it see other companies on my account?

No. A question is scoped to the company you are looking at, and the tenant is pinned from the verified token rather than from anything in the request. A cross-tenant read returns 404.

What happens when a question is outside the books?

It refuses, and it tells you why — usually that the data it would need is not mapped or not synced. Where something would make the question answerable, such as mapping a salary group, it says that too.

Can I see the query behind an answer?

Yes. Each answer offers the compiled query along with the measure and dimensions it resolved, and the records it counted are one tap away.

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