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16 contributions to AI Automation Society
🔥140 Hours of Budget Work eliminated For 7 Companies at Once.
A property management group was manually reviewing budget vs. actuals and building proposed budgets for 7 subsidiaries every year. We automated the entire workflow performing the analysis, and making a ready-to-use proposed budget — in under 4 minutes per company. Impact at a glance - 140 hours saved per year (20 hrs/company × 7 companies) - $6300 saved per year (at analyst rate of $45/hr) - Under 4 minutes per company — was 20 hours manually Two automations in one workflow 1. Lead Magnet — Free budget analysis for prospects - Prospect submits their budget PDF via a web form - AI validates it's a genuine budget vs. actuals document — invalid files trigger an automatic re-submission prompt - A deep financial analysis runs covering gaps, risks, over/under-allocations, and cost saving oppurtunities - A formatted Google Doc report is auto-created & shared, and in the prospect's inbox within 2 minutes 2. In-House — Proposed budget & budget analysis - Team member submits the yearly budget PDF via a form - AI extracts every income and expense line item from the document - A budget analysis is sent covering under-allocated & over-allocated areas, oppurtunity gaps, line-by-line item description, operation & efficiency gaps, etc - A fully revised proposed budget is generated with recommended new allocations - Delivered as a color-coded Google Sheet — green (increased), orange (reduced), blue (new) - Slack notification sent instantly with the file link Bottom line: A task that consumed 140 hours and $980 in labour every year — across 7 companies — now runs in under 2 minutes per company, with zero manual effort. The system validates documents, performs CFA-level financial analysis, builds a color-coded proposed budget, and delivers everything automatically to the right place. One automation. Two use cases. Infinite runs
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🔥 Finance team spent 10 hrs/month on one report. Now it's 0.
Every month, a finance team of a real Estate company manually pulled QuickBooks reports, calculated metrics, built charts by hand, and formatted everything before sending. That also for 2 seperate company divisions. THE MANUAL PROCESS: - Log into QuickBooks manually - Pull P&L and Balance Sheet separately - Export to Excel - Calculate 15+ financial metrics by hand - Build trend charts manually - Write a performance summary - Format the whole thing - Send it out Time per month: 8–12 hours One person. Recurring. Every single month. THE COST CALCULATION: Average finance admin salary: $45,000/year Hourly rate: ~$22/hour 10 hours/month × $22 = $220/month $220 × 12 months = $2,640/year Spent on copy-pasting numbers into Excel. THE HIDDEN PROBLEM: It wasn't just time. Reports were late. Numbers were sometimes wrong. Charts were inconsistent month to month. And the person doing it dreaded the 11th of every month. No one was catching financial gaps because by the time the report was done, everyone just wanted it over with. THE SYSTEM I BUILT: Automated reporting system - Scheduled trigger fires on the 11th automatically - Pulls live P&L and Balance Sheet directly from QBO - Calculates 15+ metrics across both divisions simultaneously - Generates 3-month trend line charts automatically - AI layer analyzes the full report and flags gaps, anomalies, and problem areas - Fully formatted report hits their slack — zero human involvement THE RESULTS: Time spent on reporting: 10 hrs → 0 hrs Annual hours reclaimed: 120 hours Annual cost recovered: $3,000+ Report consistency: Error rate: Eliminated — data pulled live from source system
From 8 Hours a Week to 15 Minutes. Here's What Automation Did for a Fractional CFO.
I recently worked with a fractional CFO managing 10 real estate clients. Every week: 4 hours of manual budgeting — per client. Every month: another hour of forecasting — per client. That's close to 50 hours a month buried in spreadsheets. An entire extra work week. Every single month. We built him a 3-step automation: → A Google Form captures 300+ financial data points per client → A backend engine runs all budget & forecast calculations instantly → A Google Sheet auto-populates + AI generates a clean financial report — ready to send The results: → Weekly budgeting dropped from 4 hrs per client → 5–10 minutes Monthly forecasting dropped from 1 hr per client → 5 minutes Total reporting time went from 40+ hours/month → under 2 hours → Error risk went from high → near zero →Client capacity went from maxed out → actively expanding 40% efficiency gain. 10x faster reporting. 50 hours back every month. But the real win? He got back the mental bandwidth to actually run his business — pitch new clients, think strategically, and scale. That's what automation does when it's built right. It doesn't just save time. It gives you your business back.
1 like • Apr 17
@Kristina Sarec I mainly used a mix of make.com & coding for this project as my backend engine
Let me do your outreach!
If you're B2B and know you should be doing more outreach, I would love to do it for you. The best part is, you wouldn't pay me anything unless we got you results. Dm me if you're interested in learning more!
1 like • Apr 16
Hi! I am interested in your offer
You waste 40+hrs/mo on Expense processing & Reports. Automate It.
Managing employee expenses across a remote team is a nightmare. Receipts come in every format. Approvals get delayed. Things fall through the cracks. I built an automation that handles the entire flow — automatically: - Receipts emailed in → data extracted instantly - Everything logged to a clean Google Sheet, no manual entry - Expenses over $100 flagged to the right person on Slack for approval - Everything under $100 auto-approved and confirmed For teams processing 50-500+ expenses a month, this eliminates 40+ hrs/mo on back-and-forth and gives finance a clean, real-time record without chasing anyone. DM me "EXPENSE" if you want to save 40+hrs/mo for your company by implementing this system
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Rishant Das
3
6points to level up
@rishant-das-9721
I help SMBs save 20 hours+/mo & increase profits by automating manual finance tasks & operations within 30 days, or you don't pay.

Active 3h ago
Joined Nov 28, 2025
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