Small Businesses Drowning in Data Entry
Independent business owners and small teams are overwhelmed by the tedious and time-consuming process of manually extracting data from various document formats (spreadsheets, PDFs, app screenshots). This often involves repetitive reformatting and verification, hindering productivity and scalability, and requiring workarounds like screenshots and custom scripts.
SOURCES (60)
“Since Monday we have had issues with our projects not reading our excel file imports, and last night we moved these projects to Claude. GPT kept telling me to upload a csv file, then try a zipped file, I jumped through all the hoops and…”
“That's a handy feature! CSV exports can make it easier to work with data in other tools too.”
“this is super common and yes, automatable. the two usual paths: Spreadsheet Sync (you have it already, worth testing first) or export to CSV + power query. power query handles the "different number of line items" problem decently via mapping tables, but there's a learning curve. whatever route: keep management's template format untouched and just automate filling it. nobody upstairs has to see anything new, which is half the battle with these projects”
“Did the heading change from Barcode to Barcodes? Try hitting the enter on the keyboard after the scan to move to the next row. Using an app that can import barcodes to the variant from an Excel file is another workaround that might help.”
“When you mean combining excel and google sheet does that mean when it is offline it defaults to localized version and when connected to an internet it trasmits to a cloud?”
“:bullseye: What is your goal? I have a scenario that is eating a lot of credits by using google sheets “get a cell”. I’m looking for a work around way to still get the data from those cells, but without having to have an…”
“The primary reason for a full view would be for insurance documentation and an easy single file to extract for backup to my financial files but there are different columns in other sheets that I am using for tracking expiration, using up products (project pan in makeup/skincare) as well as just being more aware of how many of X I own that serves this purpose and does it make sense to downsize what I have. I'm OK with having all items having all columns but am not sure if the best route I can”
“this is the kind of tool that makes me wonder why banks don't just offer a damn csv export button the self-checking thing is clever, most converters just shrug and let you figure out if your balance is off three months later when your accountant is yelling at you tried it with a chase statement and it caught a missing transaction that i'd been manually adjusting for like a year without realizing it was a parsing error the whole time”
“I convert a lot of statement PDFs and kept getting bitten by the same thing: a row goes missing, or a deposit comes through as a withdrawal, and I don't catch it until the account doesn't tie out weeks later. Every tool advertises "99% accurate" and not one of them will tell you which rows are the 1%. So I made my own. The premise is that a statement already contains enough printed information to check a conversion against itself. After it parses, it runs four checks. Opening b”
“I'm just curious. It feels like this problem should have disappeared by now with LLM, but for some reason, it feels like it hasn't. submitted by /u/kul-alexey [link] [comments]”
“Has anyone tried Digits? We need to convert QBD files. It's expensive but I think the efficiency may help it make sense.”
“I use both. I added Excel for things that don't play well with others. I was a teacher previously, so I like Google suite, but it doesn't play well with big established business. It's also shocking how many customers don't have experience with Google suite. Anything I share with customers gets converted either to pdf or Office Suite before I send it.”
“I ran three files at it. Two were fine, one ate most of the data. Semicolon separated with a UTF-8 BOM, which is what Excel writes in most of Europe, parsed correctly and the BOM didn't stick to the first header. A quoted field with a real newline inside it was also fine. Those are the two that usually go wrong, so nice. This is the one: month,product,revenue Jan,widget,100 Feb,"5" pipe fitting,200 Mar,widget,300 Apr,widget,400 May,widget,500 Jun,widget,600 Six data rows in, and th”
“Every close I end up doing the same manual grind: renaming a folder of scanned invoices, retyping the number and date off each one into a sheet, splitting a bank export, reconciling two CSVs that almost match. It's obviously not hard. It's just an afternoon gone, every month. I have started building a tool for it but thought that maybe some of you guys already have some that you like and use for such chores. What the tool would be able to do among many other things is read the number and”
“I do a lot of freelance data cleanup — deduping lead lists, fixing broken exports, converting between CSV/JSON/Excel. For years I just used whatever free converter showed up first on Google, and it never sat right with me that I was uploading actual customer names, emails, and salary columns to servers I know nothing about. So over a few weekends I built a small suite of spreadsheet tools that run entirely client-side — the file never leaves your device, there's no upload, no account, nothin”
“Yeah, I’ve hit similar failures on heavier spreadsheet jobs. Once the workbook gets complex enough, one flaky run can turn into a whole chain of retries”
“I've been having a lot of fun working on spreadsheets in chatgpt plus for the last couple of weeks. I started a new project a couple days ago, and I'm hitting an infuriating road block constantly. Chatgpt keeps telling me that the spreadsheet service/engine has failed, there are "RPC disconnects" and "Daemon startup timeouts" and there are temporary issues with the spreadsheet building service. Anybody else experiencing similar issues? And if you have experienced them”
“For every spreadsheet I've seen that didn't work in Google Sheets, there was a better tool for the job, but Excel was used because either the developer did not have access to the better tool, didn't want to learn another tool, or inherited a house of cards from someone else. In general, the moment you touch Excel VBA, you probably should be using a real environment like MATLAB, Python, or R instead.”
“Why are you talking about AD? I’m specifically talking about excel. And yes, I’ve gone down the rabbit hole, and it’s a fucking Swiss Army knife, that’s the issue. It CAN do everything but it shouldn’t. It’s a perfect example of bloatware. Then because people have done something in it they should never have been able to do they’ve never been bothered to learn to use something appropriate. You shouldn’t be trying to run a business out of a knot of interlinked excel sheets, vba scripts and automat”
“The FileMaker integration sounds more distinctive than general PDF renaming. I'd make one short demo for that exact workflow and show it directly to FileMaker consultants. Zero downloads from a broad launch doesn't tell you much if the likely buyers live in a small, specialized community”
“A while back I got tired of manually renaming and tagging every invoice, contract, and scan that landed on my Mac before I could file it away. I'm a developer, so I hacked together a little tool for myself: drop a PDF on it, it reads the document, figures out what it is, gives it a sensible filename, adds Finder tags - and the part I actually cared about, it exposes a local REST API so my FileMaker databases can send it a document and get back a clean filename + tags + structured JSON (invoi”
“I am glad you liked it. I basically use it to organize work related files only. Automated backup would be a great option.”
“yeah the "moving the mess into another tool" part is so real, that happens way more than people admit”
“Hey all — posting because I've been going back and forth with Claude trying to solve a workflow problem for my team and want to sanity-check where we've landed before we build anything. The goal: We want a fully automated, cloud-based pipeline where data (pulled from Snowflake / SAP / internal SQL) automatically keeps a shared Excel file in SharePoint up to date, so the whole team can just open the file and see current data — without anyone's laptop needing to be on, and without some”
“Then that file tells you to look at another file. That file sends you back to the first file. Finally, you are staring at a spreadsheet you have not opened since March, wondering how you got here. submitted by /u/ahad3107a [link] [comments]”
yeah filtering is basically the standard approach for this in Notion
“Every "PDF to Excel" tool I tried for bank statements just... dumps rows. No check that the numbers actually add up. So if the PDF extraction messes up a row (merged cells, weird OCR, whatever), you don't find out until your books don't balance three weeks later. Built BalanceProof to fix that: before you're allowed to download an export, it runs a reconciliation check opening balance + Σ transactions = closing balance running-balance continuity row by row duplicate & d”
“Every "PDF to Excel" tool I tried for bank statements just... dumps rows. No check that the numbers actually add up. So if the PDF extraction messes up a row (merged cells, weird OCR, whatever), you don't find out until your books don't balance three weeks later. Built BalanceProof to fix that: before you're allowed to download an export, it runs a reconciliation check opening balance + Σ transactions = closing balance running-balance continuity row by row duplicate & d”
My test would be brutally simple: change one cell in the spreadsheet.
“My test would be brutally simple: change one cell in the spreadsheet. then ask: did the report update correctly? did the right chart update? did the takeaway change if it should? did the PPT remain editable? did anything else randomly move? If a tool survives THAT, I'm interested. Runable seems relevant because it can sit across the report/presentation part instead of only generating a slide file.”
“Genspark has been pretty interesting for corporate templates. Especially compared to tools where the PPT export feels like an afterthought. Would still check every chart/data point manually though.”
“We need to share a single folder with a few Excel files with an outside user (works for our accountant). But the user at work has no Microsoft software. No Word, Outlook, etc. His company is extremely tight and wont pay for it (no idea what they do use, probably a free pseudo suite) I have tried so far So the guest user method doesn't work, as he can't validate (no MS) We also tried Specific Share on the folder, but again he can't pass the mFA, etc., to open the files. I have also ha”
“Whatever you move to, categorising is where the hour goes. The feed pulls everything in fine and then you're sat there tagging two hundred lines, so spend the first evening writing rules on the description text, this vendor always goes to software, anything from that one account is a contractor. Mine went from an hour a month to about ten minutes after that. Zoho Books here only because it was a fraction of the QuickBooks price, the rules part works the same in all of them.”
“If you have a general template you want populated for the output, then this doesn't even need ai. Input spreadsheet, extract data, populate the template with the data, output.”
“Real-time data cleaning workflow for messy Google Sheets data (phone/email/date normalization)”
“Hey everyone, I'm a software engineer looking into building a small data utility for a local warehouse contact in Europe and I wanted to ask how larger operations handle bulk spreadsheet ingestion. When you receive a raw B2B liquidation or return manifest containing thousands of random EAN/GTIN barcodes, what is your current workflow for checking actual marketplace values before making a bid? My contact currently does a lot of manual copy-pasting into search bars which seems incredibly slow.”
“solid approach, filtering the weight at the assignment level keeps things way simpler downstream”
“I do a lot of cleanup and bulk updates in Salesforce, and Excel is still way faster for some of it. The annoying part is the constant export - edit - import cycle, especially when a couple of people need to work with the same data. I've been looking at XL-Connector 365 from Xappex mainly because it works with live Salesforce data in Excel/Microsoft 365 and can keep reports updated without doing a fresh export every time. The OneDrive/SharePoint side is interesting too since shared files are”
“It’s not an API connection, if it were that easy there would be more in house solutions built, but I think that’s the main reason my company uses spreadsheet server, my team doesn’t have the ability and/or skill set to query. Same with power Bi most of my team have a hard time digesting it and working around in power Bi. I haven’t tried Anaplan but I’ve heard through friends in the industry that it’s not all that they hoped it’d be.”
“What's the craziest Excel mistake that drove you nuts, had you running in circles until you spotted it, and was a total horror story? submitted by /u/Ahmedsamireg [link] [comments]”
“Yes, that is exactly the kind of task actually worth automating because copying data between emails and spreadsheets is simple but eats up so much time, and once it is happening in the background you can focus on work that actually needs your attention.”
“Yeah, that wording is better. Newest is too vague if the fields disagree. I’d probably show the exact field in the skipped or merged note, then keep the plain label short.”
“Just curious if anyone has any good documents on why excel and your coworkers excel sheets (with no source of truth) should not be used for top level reporting. Had a meeting with a vp that could not understand why making business rules on his own and not using the ERP is a bad idea. Said he was going to cowboy it. Any proper docs out there to help convince folks like this? submitted by /u/what_is_ovaltine [link] [comments]”
“I wanted a mixture of less and MacOS's preview for CSV: something that opens instantly, shows you the data, and gets out of the way. Every GUI spreadsheet I tried loads the whole file first, so a 10 GB CSV means a lot of waiting or running into maximum line counts. less-sheet reads only the data it needs to fill the window, so 10 KB, 10 MB and 10 GB all open in about the same time. Memory usage is flat too. It reads plain CSV, gzipped CSV without unpacking it, local or over the network (http”
“Are there any FormAssembly users having big problems with responses failing and then being reprocessed from the start? It's a huge pain because we have to undo all the duplicates records that were created on the first, incomplete pass. FA's support are being incredibly unhelpful submitted by /u/Dull_Republic_9381 [link] [comments]”
“Admin and data entry usually means lots of copying between systems, fixing spreadsheet formatting, renaming files, uploading docs, and sending the same email over and over. Learn Excel or Sheets shortcuts, VLOOKUP/XLOOKUP, pivot tables, filters, and basic Power Query if you can. A text expander, clipboard manager, and email templates can save a surprising amount of time, but check company policy before using automation tools like Zapier or Power Automate.”
“Tables in Obisidian are good for basic and simple datas input and formating. Other that that, prefer a dedicated table software, excel, Google Sheet (dunno if Obsidian integration is possible), etc. Consider that it is luxury to be able to make basic tables in a md files editor like Obsidian, the Markdown format wasn't originally designed for that.”
“Admin work tends to burn time on copy/pasting between CRMs and spreadsheets, cleaning CSVs, renaming/uploading files, and sending the same 5 email replies with tiny changes. Learn Sheets/Excel formulas, filters, pivot tables, Power Query if allowed, plus a text expander and clipboard manager. For anything involving client data, check company policy before using automation tools like Zapier, Power Automate, or AutoHotkey, since some places are strict about where data goes.”
“Hello, i have automation where it writes tickets numbers and details in excel if need to put for pending for a reason, but when it is in error it randomly writes data from any row even that flow has same logic like belo…”
“Do you have the analytics module? There is a SQL builder which you should be able to pull that field into a csv”