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A lot of businesses don’t need more tools.
They need clearer systems.
When workflows become messy, teams usually start adding more boards, more automations, more spreadsheets, and more meetings.
But the real problem is often simpler:
Who owns the task?
What happens next?
What is overdue?
What needs follow-up?
Where should the information live?
That’s the kind of problem I enjoy solving.
I help businesses simplify operations, improve workflows, and build clear systems in monday.com that teams can actually use consistently.
If your current setup feels too complicated, disconnected, or difficult to maintain, I’d be happy to connect.
#OperationsManagement #mondaycom #WorkflowDesign #ProcessImprovement #BusinessOperations #OperationsConsultant #WorkflowAutomation #ProjectManagement
monday.com
monday.com | The AI work platform
Turn strategy into impact across projects, sales, marketing, IT, and engineering with AI agents and work products.
The network for creativity
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Creatives on Contra have earned over $150M and we are just getting started
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🚀 My First AI Automation Project with n8n
I recently built my first automation project — an AI-Powered Invoice Extraction & Tracking System.
The problem I wanted to solve was simple:
Imagine a business receiving dozens of invoices or cash memos every week. Someone has to open each file, read the information, and manually enter the vendor name, date, items, total amount, and category into a spreadsheet.
That’s repetitive, time-consuming, and easy to get wrong.
So I built a workflow where:
📂 An invoice is uploaded to Google Drive
→ 🤖 Gemini AI reads and extracts the invoice data
→ ⚙️ n8n processes and validates the information
→ 📊 The data is automatically added to Google Sheets
The best part?
No manual data entry. Just upload the invoice and the rest happens automatically.
While building it, I also worked with things like workflow triggers, loop control, API errors/retries, and handling multiple files.
For me, this project was less about simply “building an n8n workflow” and more about learning how AI + automation + data workflows can solve real business problems.
This is just my first step into AI automation, and I’m excited to build more practical systems like this.
If your business has a repetitive process that could be automated with AI, n8n, or data workflows, feel free to DM me. I’d be happy to discuss it.
#AIAutomation #n8n #Automation #ArtificialIntelligence #DataAnalytics #DataAnalyst #WorkflowAutomation #GenerativeAI #BusinessAutomation #AI
Smart pipeline! Have you added strict JSON schema validation after Gemini extracts the invoice fields? Found that it stops edge case hallucinations before the data ever hits Sheets.
AI Personal Assistant — Email, Calendar, Tasks & Expenses in One Agent
Most productivity tools solve one problem each — an inbox tool, a calendar tool, a task manager, a notes app — which means the user still has to be the one connecting them. I built an AI agent that acts as the connective layer instead.
The system is triggered via webhook (so it can be reached from anywhere — chat, a form, or another app) and routed through a central AI Agent that decides which tool to use based on what's asked, including:
Gmail — read, search, and send messages
Google Calendar — create, update, and search events across multiple calendars
Task management — create, update, retrieve, and delete tasks
Notes — create and update notes/documents automatically
Expense tracking — logs and retrieves expenses on request
Web search — pulls live information when the answer isn't in any connected tool
Calculator — handles quick math without leaving the conversation
Instead of a rigid, single-purpose bot, this is built as a true multi-tool agent — it holds context (via memory), picks the right tool for the request, and responds like a real assistant instead of a fixed menu of commands.
Super impressive work
Quick one for the builders here: what's the workflow you've automated that you're most proud of — and what broke first?
Mine: an email-to-structured-reply agent. What broke first was PDFs where the page was rotated 90°. Model read them fine; my pre-processing step didn't.
Will reply to every answer.
