Case Study
How a 3-City Retailer Cut 1,200 Hours of AP Work Every Month
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Distacart processes about 9,000 purchase bills a month across Hyderabad, Bangalore and Delhi. Until 18 May 2026, every one of those bills was being typed out by hand — three accountants, three Excel templates, and a UD Magic license that was supposed to make it easier but wasn't.
In a 34-minute live demo, AI Accountant walked Sudhakar Gollapudi and Rajiv through what their accounts-payable workflow could look like instead: upload, review, sync to Tally — done. The numbers that surfaced at the end aren't aspirational. They're the consequence of the maths their own operation already proves.
What follows is what we covered, what they pushed back on, and what the savings actually break down to.
For a growing Indian SMB running on Tally, accounts payable is rarely the bottleneck anyone wants to admit to. Sales has a CRM. Operations has a stack. Finance? Finance often runs on a combination of Tally, Excel templates and a few legacy upload tools that move data from one place to another but never actually reduce the work.
UD Magic, the bulk-upload utility many Tally users layer on top of voucher entry, falls neatly into that category. It pushes cleanly-formatted Excel into Tally faster than manual voucher entry. The catch: it does nothing about the Excel itself. Someone, somewhere, still has to read a vendor invoice and type it into a template — vendor name, GSTIN, line items, tax slabs, ledger heads — before the 'automation' ever kicks in.
For a single-location shop with 200 bills a month, that's manageable. For a multi-city operation pushing 9,000, the line "we use UD Magic" is hiding three people typing eight hours a day across three time zones.
Distacart's finance function looked like most growth-stage Indian businesses we work with:
Sudhakar, who runs the operation alongside Rajiv, had been hunting for a way to compress that work. His brief was specific: "If we replace UD Magic, the ROI has to be demonstrably better — I need to take a clean cost comparison to management."
Three things were eating Distacart's finance team alive, and none of them showed up neatly on a P&L line.
Format chaos. A printed B2B invoice and a handwritten chit hit the same inbox, the same day, in the same volume. UD Magic doesn't care about format — it imports cleaned Excel. Which means someone has to read a handwritten note, decode the vendor's shorthand, find the right Tally ledger, and key it in. Field. By. Field.
Stock-master mismatch. Distacart's Tally stock masters are clean. Their vendors' product naming is not. A vendor lists 'iP-14-128-blk' on an invoice that needs to land as 'Apple iPhone 14 (128GB, Black)' in Tally. Today an accountant reconciles that on every invoice from every vendor — every time. There is no learning. There is no memory. The same vendor's same product gets re-mapped at the next billing cycle.
Duplicate-entry risk across banks. When inter-bank transfers happen daily — money moving between the operating accounts of three locations — the same transfer surfaces on two bank statements. Without manual cross-checking, those become double-posted contra entries in Tally. The team spends real attention preventing accounting errors the bank itself created.
None of these problems are exotic. They are the texture of every Indian multi-location SMB doing real volume on Tally.
The 34-minute demo wasn't a slideshow. AI Accountant pulled up Distacart's kind of workflow and ran it live.
One. A stack of bills — PDF, scan, and a photograph of a paper invoice — went up in a single bulk upload. AI Accountant extracted vendor name, GSTIN, line items, tax slabs and ledger mappings within a minute. No Excel template was opened.
Two. The review panel surfaced each bill with extracted fields pre-filled. Sudhakar could see the data without scrolling — date, vendor, ledger, tax — and approve or correct in a click. The work shifted from typing to verifying.
Three. Eight pre-approved vouchers synced directly to Tally in real time, in front of him. The vouchers landed in the same accounts his team posts to today. No CSV download, no re-upload, no second tool in the chain.
Four. GST reconciliation followed: matched, mismatched and missing entries against GSTR-2B, exported as an Excel summary for filing prep. The same work currently done by hand once a month was visible on screen in under a minute.
Sudhakar is a finance buyer, not a curious software shopper. He pushed back on every claim. Good. Here is what he asked and how we answered.
Q. "I need to open each of the 100 bills individually to review — so how much time am I actually saving?"
Today, the same 100 bills take Distacart roughly 1–2 hours of active manual entry — reading the invoice, typing into Excel templates, validating ledger heads, running UD Magic. With AI Accountant the data entry is gone. What remains is verification: confirming date, ledger and tax are correct on bills the AI has already filled. Experienced reviewers complete that on 100 bills in 10–12 minutes. The savings come from eliminating typing, not from eliminating review.
Q. "When I take this to management, I need a clean cost comparison — what does this cost vs. what we have?"
Distacart pays ₹15,000 per year for UD Magic. That tool still demands full manual data entry before it can do its one job — push Excel into Tally. A customised AI Accountant quotation — covering accounts payable, bank statement reconciliation and GST reconciliation against GSTR-2B — was sent to Sudhakar within hours of the demo. It is structured to put the line items next to UD Magic's so the comparison is direct, not abstract.
Q. "Can we test with our own data before we commit?"
Yes. AI Accountant ships with a 14-day money-back guarantee from the date of onboarding. If, on real Distacart bills against real Distacart Tally, the time savings don't show up — full refund, no questions. That puts the trial risk on us, not on the buyer.
Q. "When we upload both bank accounts, will inter-bank transfers get posted twice as contras?"
No. AI Accountant tracks unique transaction IDs and UPI references at the line level. The same transfer appearing on two bank uploads is flagged as a duplicate at the review stage and blocked from approval. Double-posted contras don't reach Tally.
The estimated ₹20,000+ monthly cost saving isn't a marketing number. It's the consequence of three inputs Distacart already gave us:
9,000 bills × 8 minutes = 72,000 minutes = 1,200 hours of attention recovered every month. Against three resources at ₹20K/month each, that math doesn't just save the cost of one role — it gives the existing team back enough capacity to take on the reconciliation, MIS and analysis work that currently slips through the cracks.
The unverified-entries number — zero — comes from the workflow design itself: every voucher that reaches Tally has been reviewed and approved, by definition. There is no path for an unchecked entry to land.
If they decide to move forward, the onboarding path looks like this: customised quotation in hand, a 14-day onboarding window during which AI Accountant configures their vendors, ledger mappings and stock masters, live use on real bills, and the money-back guarantee active throughout. If the time savings don't show up, they walk away whole.
Distacart's evaluation joins a pattern. AI Accountant runs at 200+ finance teams across India. Two of them, in their own words:
"The Tally integration has been transformative. What earlier took hours of manual entry now syncs seamlessly in minutes, and the best part is how it connects directly with our dashboards. We can now show clients clean, real-time numbers during every review meeting."
— Vadivel CMA, Founder, Vadivel & Co
"AI Accountant has eliminated the repetitive task of converting bank statements into Tally entries. This has increased efficiency across our team and allows us to focus on reconciliations and analysis rather than manual posting."
— Sunil, CAlculators – The Tax People
The shape of the value is consistent: the work doesn't disappear, but the manual part does. What's left is the part you actually hired finance professionals to do.
