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10 Python AI Workflows for Small Business: Automate Repetitive Tasks and Grow Revenue Without Hiring
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ISBN13: 9798187055494
Publisher: Independently Published
Pages: 300
Weight: 1.54
Height: 0.63 Width: 8.50 Depth: 11.00
Language: English
Publisher: Independently Published
Pages: 300
Weight: 1.54
Height: 0.63 Width: 8.50 Depth: 11.00
Language: English
Most small business owners spend 40% of their week on tasks a Python script could handle in seconds. Email replies, weekly reports, lead research, CRM updates, social media posts, inventory alerts - all of it runs on patterns your business already follows. This book shows you how to automate each one, step by step, in plain Python that you do not need to be a programmer to understand. This is not a Python tutorial. It is a deployment guide. Each chapter builds one automation that handles a real business task - from the first line of code to a script running reliably on a server, logging its activity, and alerting you when something goes wrong. By the final chapter, you will have ten automations running in parallel, coordinated by a single scheduler, monitored by a health dashboard, and documented in a playbook your team can follow. By the end of this book, you will be able to: - Deploy an AI-powered email responder that replies to customer inquiries in under 2 minutes, 24 hours a day
- Build a report generator that pulls from Google Sheets or your database and emails results every Monday at 7am without you touching it
- Create a lead scraper that finds qualified prospects in your target directories, enriches them with contact data, and scores them against your ideal customer profile
- Configure a RAG business chatbot with a custom knowledge base, website embed, Slack integration, and automated coverage monitoring
- Set up a CRM updater that parses incoming emails and form submissions into structured records, deduplicates automatically, and triggers follow-up sequences
- Schedule AI-generated social media posts across platforms using a CSV content calendar updated in 20 minutes per week
- Monitor inventory levels across Google Sheets, Shopify, or WooCommerce and receive SMS alerts before stockouts happen
- Score every CRM lead automatically against your ideal customer profile using a Python model calibrated to your actual conversion data
- Build a two-agent CrewAI system that qualifies leads, drafts personalised outreach emails, and updates your CRM - all in one automated Monday morning run
- Deploy all ten automations on a $6/month cloud server with credential management, health monitoring, and a documented playbook Each workflow is delivered as a tested, runnable Python script with structured error handling, logging, and the same credential management pattern used across all ten chapters. The AUTOMATE Method - an 8-step framework introduced in Chapter 1 - guides every build: Audit, Understand, Template, Obtain, Map, Add error handling, Test, Execute. For small business owners with no Python experience who are ready to stop spending their time on repetitive tasks, and for those with some Python knowledge who want to apply it directly to their business operations. If your Monday morning is still full of tasks a script could do better, start with Chapter 2.
- Create a lead scraper that finds qualified prospects in your target directories, enriches them with contact data, and scores them against your ideal customer profile
- Configure a RAG business chatbot with a custom knowledge base, website embed, Slack integration, and automated coverage monitoring
- Set up a CRM updater that parses incoming emails and form submissions into structured records, deduplicates automatically, and triggers follow-up sequences
- Schedule AI-generated social media posts across platforms using a CSV content calendar updated in 20 minutes per week
- Monitor inventory levels across Google Sheets, Shopify, or WooCommerce and receive SMS alerts before stockouts happen
- Score every CRM lead automatically against your ideal customer profile using a Python model calibrated to your actual conversion data
- Build a two-agent CrewAI system that qualifies leads, drafts personalised outreach emails, and updates your CRM - all in one automated Monday morning run
- Deploy all ten automations on a $6/month cloud server with credential management, health monitoring, and a documented playbook Each workflow is delivered as a tested, runnable Python script with structured error handling, logging, and the same credential management pattern used across all ten chapters. The AUTOMATE Method - an 8-step framework introduced in Chapter 1 - guides every build: Audit, Understand, Template, Obtain, Map, Add error handling, Test, Execute. For small business owners with no Python experience who are ready to stop spending their time on repetitive tasks, and for those with some Python knowledge who want to apply it directly to their business operations. If your Monday morning is still full of tasks a script could do better, start with Chapter 2.
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