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)
“I've been trying to reduce the amount of manual work our team does between Salesforce and Excel. Most of our reporting and analysis still happens in Excel, so the current workflow is basically exporting reports from Salesforce, replacing CSVs, refreshing formulas, and repeating the process…”
“I was thinking about an app like this the other day. My work often involves generating large report CSVs, ones that are huge and complex. Generating a file then opening it in LibreOffice or whatever, just to quickly verify a change can often feel a bit long-winded. So I love this idea. So a quick few bits of feedback: - my first instinct on my mac was to drag and drop a file into the app, or onto the dock icon to open it, but neither worked - I don't think I understand what the difference is”
“I essentially vibe code the different ways I want the data in various tabs and sheets to be aggregated and displayed. You could do the same using formulas, but I find this easier to refine. AppScripts can also perform automations to keep my team up to date on tasks that may be at risk eg: identify tasks that are 1, 2, or 3 days from a due date and aggregates them into a single view that color codes according to how at risk we are of slipping. We review that everyday in scrum. We use Asana for in”
“I've started noticing that a lot of my day is spent moving data between Salesforce and Excel.We have several recurring reports and spreadsheets that different teams rely on. The Excel side is already built with formulas and pivot tables, but every time someone wants updated numbers I end up exporting a fresh report from Salesforce, replacing the data, and refreshing everything. It's not difficult, just repetitive. I've been looking into ways to make this less manual. So far I've”
“Try to find a common thread. Take one recurring analysis, build a simple one page template. Then as k your manager what three decisions it should support. Use that feedback to standardize the layout for future reports. Complement that with a LinkedIn Learning course on Excel data analysis and reporting.”
“The reason this eats your first week is that the data has to be perfect before it reconciles, so a tool that is 95 percent right still makes you check every line and you have saved nothing. That is the real bar. The setups that actually earn trust pull the fields from each PDF, vendor, date, invoice number, and total, then show their confidence and a link to the source page so you are reviewing, not retyping. Low confidence lines get flagged, the rest you approve at a glance. Modern OCR with an”
“If we send it in excel, you guys complain that you need the system file instead. Can't win.”
“Dude, get Claude. With like 10 minutes of prompting you can fire those numbers into your spreadsheet in minutes.”
“I once saw someone keep an Excel sheet open all day because updating Salesforce "took too long." They'd work entirely from Excel. Then spend 20 minutes before going home copying everything into Salesforce. At that point, Salesforce had basically become the nightly backup. What's the most creative workaround you've seen? submitted by /u/kloud_fusion [link] [comments]”
“I’m validating a privacy-first repair workflow for Google Business Profile bulk upload spreadsheets. I’m looking for 10 people who already have a CSV/XLSX file that Google rejected. For each authorized sample, I’ll return free of charge: - a minimally patched file for you to re-upload; - a cell-by-cell change log; - issues that require human or Google account action; - a short re-upload checklist. I do not need access to your Google account. You re-upload the repaired file yourself and tell me w”
“wow, that is quite smart tho. Is it annoying to maintain the spreadsheet this big. Like do your formulas break or u linked the wrong cell by accident sometimes and it costs you?”
“Every time I try and copying and pasting to a spreadsheet from here , it all goes on 1 column instead of the 15 that I need it to go on. I'm also unable to scrape this. submitted by /u/Bolshevik-Express [link] [comments]”
“If it's not resolved soon and you need a workaround eFileMyForms does CSV/Excel bulk import for vendor data worth testing.”
“Good point. The only change is the conversion of the spreadsheet to import properly to the other platform. I do have a built in change alert before download if any like you mentioned. It works, but I want to make sure it works works. And how it breaks if it does.”
“Hello, I just deleted half of my formula and saved. Restoring from version history doesn't seem to recover my formula. Is there a way to fix my mistake? submitted by /u/klarahtheduke [link] [comments]”
“I have used some free converters like getbankstatement.com and bankstatementconverter.com. They have paid plans, but I've only used their free tier and they did the job for me”
“found an add-on (bank statement pdf..something) on google workspace marketplace and i really liked the workflow. it was like a sidebar inside google sheets that lets you upload the PDF statement and you get the CSV of it and it also extracts the statement to the active sheet with layout intact.”
“Hey everyone, I've been working on a Python automation tool that extracts property listings from Dubizzle and exports them into Excel or Google Sheets. It can collect things like: Property title Price Location Bedrooms/Bathrooms Area (sqft) Description Amenities Agent name Phone number (when available) Listing URL I originally built it to automate data collection instead of manually copying listings one by one. I'm wondering if anyone here could actually use something like this for marke”
“Hi everyone! 👋 For the last few years I've been working as the Sporting Director of an amateur football club in Italy. Like many clubs, we managed almost everything with Excel spreadsheets, WhatsApp chats, Google Drive folders and endless reminders. Every season it was the same story: Medical certificates expiring Missing documents Federal registrations to complete Membership fees to collect Parents asking for updates Coaches looking for player information Staff struggling to find documents”
“My bank doesn't do CSV export, only PDF statements. Firefly's data importer docs flat out say PDF will never be supported, whichis fair, PDFs are hell But that leaves me either copypasting into a spreadsheet every month or uploading my bank statements to some random "free PDF to CSV" website, which feels insane for people who self-host specifically to keep data private What do you actually do? Homegrown scripts? OCR? Switched banks over it? Which bank, if you don't mind, I&”
“Hi everyone! I am looking for help as I need to set all of my product/variant quantities to zero. If anyone has advice on the best way to do this please let me know. The CSVs in the standard export do not have a quantity field and I would love a step by step on how to export them by location if this is the best way to get pull a sheet to use to edit. submitted by /u/aintplayintennis [link] [comments]”
“the markdown/csv export drops your relations and rollups, so a restore gives you the text but not the links between databases. found that out the hard way, now i keep a duplicated workspace as the real backup.”
“If you want people to actually use the template, it might be best to include both options. Maybe build both options as inputs, and then use formulas/macros/VBA to sync them.”
“I’d avoid making the first project “scan every old file.” That sounds productive, but it can turn into a giant messy archive nobody trusts. I’d start with: - new files going forward - active client/customer files - documents you touch every week - anything tied to renewals, compliance, or open work Then decide on a naming system before scanning anything. Something like: ClientName_DocumentType_YYYY-MM-DD Do a tiny pilot first: one file type, one drawer, one week. If people can find things faster”
“well loads of small mismatches LEAD to big issues that's why I find it important to move all things to a software maybe like Ramp Stack for example so data is automatically structured and flows straight into the books”
“lesson learned dont underestimate how fast small inconsistencies compound across tools.”
“This normally isn’t one big issue but small mismatches stacking across systems and I'm guessing as you already know once data moves more than once it starts driftingggg and nobody takes up fixing it.”
“There are a couple of options but the most straightforward way to implement it is by using n8n. So there are specific triggers (run event on adding a new file in folder-x, etc.) upon which those n8n events (add new row to excel sheet named abc.xlsx with the metadata of the added file) will fire. The documentation is pretty great for it so that would be a great place to start.”
“Can you please provide a starting point for how to do this with the auto updating excel for tracking?”
“I use Google Drive as well. Just curious have you tried using a consistent naming format for files?”
“If you want to track a statistic with graphs an excel sheet might still be the better pick tbh.”
“First of all, there has to be a un-conditional support behind this new process rollout at the highest level in the company. Once this support is secured then you need to collect feedback from the users , record them in a central place and show progress towards their addressing. You need to conduct a periodic feedback meeting with the users and the management to show that you are improving the process to suit the needs of the users. Third, you need to do a periodic audit of the teams and log the”
“Built a bank statement parser that converts PDFs into clean CSV files. I built it because manually extracting transactions is painful, and most tools either make you sign up first or aren't very transparent about how they handle your data. One thing I cared about was privacy. PDFs are processed in memory and discarded after conversion. They aren't saved to disk, and I'm not training AI on anyone's bank statements. I'm looking for people to try it with different banks and stat”
“I have an Excel file that has been maintained for many years, containing various sheets to record my inventory and order status. These were recorded by my employees in their own ways at different times. I know there are many CRM or ERP tools, but I'm not sure how to import the data into them all at once, cleanly and error-free. I tried using an agent, but it always seems to cause various problems out of nowhere. Sometimes it seems to have organized things neatly, but I don't know if it&#”
“I've been in this situation and it actually wasn't as hard as I thought to get a business case up as I highlighted the cost implications not just for time wasted but HDD storage space required (including backup), the risk of duplication and reputational risk (a very risk adverse organisation as they were extremely conservative in operational manners because it was a health organisation), the lack of documentation control (Document lifecycle) and version control capabilities and pushing t”
“Hate this push by google to upgrade. I know that many of my files are duplicates, though all over the place. If there could be a better GUI it would be a lot more helpful”
“Yeah a smarter google drive would be nice but they'd rather sell you storage upgrades than fix the mess”
“"The CSV is the value" is such a simple point, but I needed to hear it. Thanks for that”
“Hi! So I am working on cleaning up our customer data quality to arrive at a customer masterdata. I tried to check for duplicates, nulls, invalid email formats and phone numbers, etc. I also tried to review with business some logic, like an inactive customer cannot have an active subscription etc. However, my problem is when just skimming the data, I still see some weird data quality issues-- like a full name and last name combined (i.e., last name is made redundant and entered in both full name”
“Hi! So I am working on cleaning up our customer data quality to arrive at a customer masterdata. I tried to check for duplicates, nulls, invalid email formats and phone numbers, etc. I also tried to review with business some logic, like an inactive customer cannot have an active subscription etc. However, my problem is when just skimming the data, I still see some weird data quality issues-- like a full name and last name combined (i.e., last name is made redundant and entered in both full name”
“Due to Excel, I then learned Power Bi, then started learning Python, and during that time I enrolled in a programme. I had a programming teacher that used to say he was super lazy and he automated all the boring parts of his life, but he had to work very hard to get to become this lazy.”
“You can and it’s called right click the file in OneDrive (file explorer version of sharepoint on your desktop computer) then select restore previous version”
“we're a fairly small team using salesforce, but a surprising amount of our day-to-day work still happens in excel. our workflow is usually export data, clean it up, make bulk updates or review everything, then import it back into salesforce. it works, but once you're dealing with larger datasets it starts feeling pretty inefficient. we've also had a few cases where someone ended up working from an older export, which just creates extra cleanup later. i've been looking at ways to”
“Because that has been my experience so far. Copy data from onboarding form to program. Copy data from purchase order to program. Export data from program to Excel. Yada yada. It just doesn't stop and is so mind-numbing. I don't want to live like this. It feels like the mental equivalent of working on a conveyor belt. There have been jobs where I was able to use my brain more, but they all ended up relocating to a cheaper country. I should probably learn some new skills. submitted b”
“Keep using your Excel sheet if it works, just download the mobile app and make a visual simplified tab for your phone. Most of these PM tools are designed for office workers sitting at a desk all day, not guys doing actual field work.”
“My supplier sent me a csv file for their products and its not in the right format. I'm not good in this area...not a tech savvy. Can anyone tell me an easy way to convert it? submitted by /u/nimbleone96 [link] [comments]”
“We just got our MVP working and are looking for our first testers. What it is: type a shorthand like ebitda[q3] in any doc or email, and FlowSheet reads your open Excel, fuzzy-matches the metric and the period, and drops in the real number with the source cell. No copy pasting, no stale numbers, no wondering where a figure came from. Who it is for: anyone who pulls numbers out of spreadsheets into docs, emails, or decks. Finance and FP&A folks especially. What we need: people to try it and t”
“Hey everyone coversheets the single most annoying painstaking sheet of a set I created a way to get occupancy quickly it saves me like 2 hours each project now sharing with everyone tell me does this help or do you have an easier way to calculate occupant load submitted by /u/HandyFixr [link] [comments]”
“Hey everyone, quick question on historical cleanup jobs. When a client brings in a massive pile of multi-page PDF bank statements from a few years back, what are you guys actually using to get them into Excel cleanly? Currently trying to clean up 2 years of old PDF statements for a new client. Excel's 'Get Data from PDF' completely ruined the formatting, and Adobe keeps treating wrapped transaction lines as brand new rows.I'm looking into DocuClipper, Dext, and AutoEntry, but bef”
“What's the most frustrating thing you compare in Excel or CSV files on a regular basis? Email lists? Inventory? Invoices? Something else? Trying to figure out what tool to build next and add to my website. submitted by /u/Universalboys [link] [comments]”
“This is my second post here. I’m building a route optimization tool and I’m stuck on the data input design. Right now I have two options: upload a CSV/Excel with columns like node_id, demand, coordinates/window, or manually type addresses with autocomplete and pick them from a map. For those of you who actually use or deploy this kind of software, what do your users actually prefer? Do they already have everything in spreadsheets and just want to upload, or do they like typing addresses on the f”
“Hello everyone, I am looking for some input if anybody has a good spreadsheet system they’re using. Could you please share it with me? I’m currently building a spreadsheet system where I can plug-in receipts and keep track of my cost and it works pretty good, but I still got some bugs to work out of it and I don’t know for sure if it’s quite right maybe there’s some things I’m not doing correctly because this is my first time trying to track costs and keep a track of inventory, etc. and I just d”
“Absolutely. Airtable was really nice, but it costs money if you need more than 1000 rows.”
[Airtable] ★★★ 3/5 (v10.41) — 💚 app is a powerhouse, perfectly blending together the best of spreadsheets and databases 💚 clean interface 💚 beautifully and efficiently organizes so much of your data…