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Automation & Workflows

Visual Workflow Automation

n8n visual pipelines that scrape, process, alert, and report — on schedule, hands-free, zero code required.

What I Automate

Automation isn't about replacing people — it's about eliminating the repetitive tasks that eat your team's time. Here's every type of workflow I build.

Data Collection

Scheduled scraping, API data pulls, and file imports that gather data from every source on autopilot — no manual downloads needed.

Scheduled Scraping API Pulls File Imports Multi-Source
  • Automated daily/weekly data collection schedules
  • Multi-source aggregation (APIs, websites, files)
  • Error handling with retry logic and failure alerts

ETL Pipelines

Extract, transform, load workflows that turn raw data into clean, structured datasets ready for analysis or delivery.

Extract Transform Load Data Cleaning
  • Data validation and quality checks at each stage
  • Format standardization across disparate sources
  • Incremental processing for efficiency

Report Generation

Automated report creation and delivery — from data pull to formatted report in your inbox, no human intervention required.

Auto-Generate Scheduled Delivery PDF/CSV Google Sheets
  • Templated reports with dynamic data insertion
  • Multi-format output (PDF, CSV, Google Sheets)
  • Scheduled delivery via email, Slack, or cloud storage

Alert Systems

Conditional notifications that fire when data crosses your thresholds — price drops, stock-outs, performance dips, or any metric you care about.

Threshold Alerts Multi-Channel Smart Batching Priority
  • Configurable alert conditions per metric
  • Multi-channel delivery (email, Slack, SMS, WhatsApp)
  • Smart batching to prevent alert fatigue

Dashboard Updates

Auto-refresh data pipelines that keep your live dashboards current — from raw data sources to deployed dashboard, fully automated.

Live Refresh S3 Deploy Data Pipeline Zero Downtime
  • Daily automated data pipeline execution
  • Dashboard deployment with validation checks
  • Zero-downtime updates with rollback capability

Multi-App Integration

Connecting the tools you already use — Google Sheets, email, Slack, CRMs, marketplaces — into seamless workflows that talk to each other.

Google Sheets Slack Email CRM
  • Native integrations with 500+ apps via n8n
  • Custom API connectors for proprietary systems
  • Webhook-based triggers for real-time automation

What You Get

  • n8n visual workflow builder

    Drag-and-drop canvas with clear node labels — easy to understand and maintain.

  • Scheduled automation (daily/hourly)

    Cron-based triggers that run your workflows on any schedule you need.

  • Multi-source data pipelines

    Pull data from APIs, websites, spreadsheets, and databases into one flow.

  • Smart alerts (email/Slack/SMS)

    Get notified only when something matters — price drops, errors, thresholds hit.

  • Google Sheets auto-delivery

    Processed data pushed to Sheets automatically for team collaboration.

  • Error handling & retry logic

    Built-in retries, fallbacks, and error notifications so nothing fails silently.

Every Project Is Different

I scope every engagement individually based on your data, goals, and timeline. No cookie-cutter packages — just a solution built around what you actually need.

Data Volume

Number of SKUs, pages, or data points to process drives the scope of the project.

Delivery Format

Raw CSV, live dashboard, API integration, or automated reporting — each has different complexity.

Ongoing Support

One-time delivery versus ongoing monitoring, maintenance, and iteration on results.

Let’s Discuss Your Project

How It Works

1

Map

Document your current manual processes — every step, every decision, every hand-off. Identify what can and should be automated.

2

Design

Architect the workflow with triggers, conditions, and actions. Choose the right tool (n8n, Zapier, custom code) based on complexity and budget.

3

Build & Test

Build the automation with error handling at every step. Test with real data, edge cases, and failure scenarios before going live.

4

Deploy & Monitor

Launch with monitoring dashboards and alert rules. Weekly check-ins for the first month, then monthly maintenance reviews.

Expert Insight

n8n vs. Zapier vs. Make: When to Use What

n8n Zapier Make
CostFree (self-hosted)Paid (monthly)Paid (monthly)
Custom codeFull JS/PythonLimitedSome
Self-hostYesNoNo
AI nodesBuilt-inBasicBasic
Best forComplex, technical workflowsSimple app-to-appVisual data transforms
My pickTechnical clientsNon-technical clientsBudget-conscious

I recommend n8n for most business clients because the self-hosted option means zero recurring platform fees — you only pay for the server (or run it locally for free). For clients who want a managed solution with minimal setup, Zapier or Make are solid alternatives.

The ROI Calculation

Every automation should pass a simple ROI test: (Hours saved per month × Hourly cost of that labor) vs. (Build cost + Monthly maintenance). If a workflow saves 10 hours/month of manual labor, the monthly savings often exceed the one-time build cost within the first two months. After that, it's pure return. Most workflows I build pay back within 30-60 days.

Ready for automation you own — no monthly fees?

Stop paying Zapier or Make. Let's build n8n workflows you control and own.

Get in Touch