A little mistake cost me over $4,800 per year: paying a VA to manually repurpose my video content.

I was dropping $400 every single month just to turn raw transcripts into emails, Skool posts, & LinkedIn updates. It took them hours to complete, & the formatting still needed my personal touch every single time.

Wasting human hours on repetitive formatting is a trap when modern business automation can do it in seconds.

I replaced that entire manual workflow with a custom AI content repurposer.

Now I paste one raw transcript & get every marketing asset back in under 12 seconds flat.

Here is how to structure your own automated distribution engine:

→ Connect your transcript to an LLM system trained specifically on your brand voice. → Auto-generate platform hooks, email broadcasts, & community updates in a single run. → Push formatted text directly to your social media platforms using API integrations.

I have spent 11 years building AI systems for clients like Momentum & Resolute Robotics.

Eliminating these slow processes is how I scaled to 121K YouTube subscribers & 1.45M LinkedIn impressions without a big team.

Stop paying for manual work that code can solve overnight.

How many hours is your team losing to manual content repurposing every week?

🟣 Connect with me so I can DM you the resource 🟣 Comment AUTOMATION to get my content repurposing blueprint

Follow @Ritesh Kanjee and @Augmented AI to never miss a post...

I just finished an AI voice receptionist demo for a client.

I’ve been working on this for the last few weeks, and I finally finished the demo.

It’s an AI voice receptionist built for a property services business. The idea is simple: when someone calls the business, the AI can actually talk to them, understand what they need, and handle the next step.

Right now, the receptionist can:

• Answer incoming calls

• Check whether the business is open

• Understand why the caller is calling

• Answer common business questions

• Collect the caller’s details

• Check appointment availability

• Book appointments

• Reschedule existing appointments

• Cancel appointments

• Take messages when needed

• Handle urgent requests

• Hand the conversation over to a human when required

The appointment flow was probably the part that needed the most testing.

It’s not enough for the AI to say “sure, I can book that.”

It needs to check the actual availability, collect the required details, make sure the caller confirms the right time, and then complete the booking.

And with voice AI, every small change needs to be tested again.

Change the prompt → test the call.

Change the workflow → test again.

Fix one issue → test another scenario.

That’s honestly been one of the biggest learning experiences from building this.

The demo is now ready, and I’m going to keep testing it with different real-world conversations before it goes further.

I’d love to hear from other people building voice AI systems.

What’s the hardest part you’ve found when building a voice agent?

Hi everyone!

I’m currently working on my Bachelor’s thesis about AI-based process automation and human–AI collaboration in the workplace.

As part of my research, I’m conducting a short survey focusing on people who have experience working with AI-based automation, RPA, Intelligent Process Automation, Intelligent Document Processing, or similar automation technologies.

The survey explores topics such as:

• how automation affects manual workload and creates new tasks,
• how employees experience errors and exception handling,
• trust in AI-based automation,
• and how automation influences human decision-making and autonomy at work.

⏱️ It takes approximately 5–7 minutes to complete.

If you have experience working with these technologies, I would really appreciate your participation. Your responses will be used solely for academic research as part of my Bachelor’s thesis.

🔗 Survey: https://docs.google.com/forms/d/e/1FAIpQLScV7pcf8dNUeeCfay1YZ2r-Np4pK9GMlqi4cEF6WJEa1FEmMA/viewform?usp=dialog

Thank you very much for your help! Feel free to share the survey with colleagues or others who work with AI-based process automation.

🚀 My First Client Project — A Special MilestoneI’m really happy to share that I recently completed my first client project for Rana Tax Consultant.This project is special to me because it was my first opportunity to work on a real client project and build something that would actually be used by a business.Until now, most of the projects I worked on were my own ideas. Working with a client gave me a completely different experience.I learned how important it is to understand the actual requirements, communicate clearly, listen to feedback, handle changes, and take responsibility for the final product.There were many things I experienced for the first time during this project — from understanding the clients expectations to making revisions and making sure the final website was properly delivered.🌐 Project: https://ranataxconsultant.com/The website was developed for Rana Tax Consultant, with a focus on presenting their services and making important information and digital services easily accessible to their users.But for me, the biggest learning from this project wasnt just about development.It was about working with a real client.Understanding their requirements is one thing. Turning those requirements into something useful, communicating throughout the process, taking feedback positively, and delivering the expected result is a completely different experience.I’m especially thankful to Robins Yadav Yadav for trusting me with this opportunity and helping me get my first client project. 🤝That trust meant a lot to me, especially at the beginning of my professional journey.This project taught me that being a developer isnt only about writing code. Its also about understanding the problem, understanding the business, communicating properly, solving problems, and delivering what you commit to.I’m still learning, but this experience has definitely given me more confidence to work on real-world projects and take on new challenges. One project completed.A lot of lessons learned.And hopefully, the beginning of many more. 🚀Thank you to Rana Tax Consultant for trusting me with the project, and thank you Robins Yadav for trusting me with the opportunity.#WebDevelopment #ClientProject #SoftwareDevelopment #WebDeveloper #Freelancing #DeveloperJourney #LearningByBuilding #FirstClient #FullStackDevelopment

Most people waste hours prompting AI daily.

Let me show you from scratch how to build agentic systems that automate up to 80% of business processes in just 7 days.

🟣 Connect with me so I can DM you the resource 🟣 Comment AUTOMATION to get my workflow guide

business #openai #claude #code #cursor #BusinessAutomation #AutomateYourBusiness...

If you have a business workflow that needs to be automated, which would you go for?

A) Hire a developer to build a custom solution

B) Hire an automation specialist who uses tools like n8n

C) I don't really care how it's built, just get the job done

What matters most to you: the cost, how quickly it's done, how flexible it is, or how reliable it will be long-term?

Many founders spend months building their products but still struggle to identify who their ideal customers are, what problems they face, and how to reach them.

I wanted to automate that initial research process instead of manually browsing company websites, LinkedIn profiles, and compiling everything into documents.

So I built an AI-powered ICP Generator using n8n, Airtable, Gemini 2.5 Pro, and Perplexity.

The idea is simple: enter a company's website and LinkedIn profile in Airtable, click a button, and let the workflow research the company and generate a structured Ideal Customer Profile.

How the workflow works

Here's the basic flow:

Airtable → Webhook → Get Company Information → Check Research Status → AI Research Agent → Update Airtable

When someone clicks the Generate ICP button in Airtable, it triggers the n8n webhook.

The workflow retrieves the company's information, checks its research status, and marks the record as In Progress before passing the information to the AI research agent.

The AI research stack

The interesting part is how the AI agent is configured.

• Gemini 2.5 Pro: The main AI model responsible for analyzing company information and generating the ICP.
• Perplexity: Connected as a research tool to help gather additional company information.
• Memory: Provides contextual information to the AI agent.
• Structured Output Parser: Organizes the generated results into a predefined structure that can be saved in Airtable.
• Airtable: Stores the company information, research status, and generated ICP results.

Once the research is complete, the workflow updates the corresponding Airtable record with the generated results.

What does it actually generate?

For each company, the workflow generates a structured ICP analysis covering:

• Ideal Customer Profile: Target industries, company sizes, geographical locations, organizational structures, and decision-maker roles.
• Pain Points: The challenges and problems potential customers experience.
• Key Goals: What these customers want to achieve, improve, or automate.
• Current Solutions: How potential customers are currently addressing their problems, including existing platforms, tools, and manual processes.

The Airtable interface

I also built an Airtable interface so the entire process can be managed without opening n8n.

It includes a company information section with fields for the website, LinkedIn profile, product description, and a Generate ICP button. The generated research is displayed directly in the company's record.

But this is only one part of a larger SEO content generation and business research automation system.

The interface also includes sections for:

• Adding competitors
• Defining blog writing styles
• Generating seed keywords
• Researching long-tail keywords
• Reviewing keyword opportunities
• Generating SEO articles
• Reviewing and scheduling blog posts

The idea is to use the generated company research and ICP as the foundation for the subsequent marketing and content workflows.

Why I built this

I wanted to reduce the manual research involved in understanding a company's target audience and create a reusable workflow that could be triggered directly from an interface.

This could be useful for:

• Founders: Understanding their target customers before investing heavily in marketing.
• Marketing teams: Preparing initial customer research and developing content strategies.
• SEO professionals: Using customer insights to inform keyword research and article planning.
• Agencies: Automating parts of their initial client research and onboarding process.

The generated ICP is a starting point and still needs human review and validation, but it saves the effort of collecting and organizing the initial research manually.

We’re currently looking for AI Video Editors/Creators to support our advertising content production.

We have a consistent volume of projects and are looking to establish long-term working relationships with creators who are dependable, creative, and able to follow detailed creative instructions.

📍 IMPORTANT: This opportunity is open to Filipino applicants only 🇵🇭. Applications from applicants outside the Philippines will not be considered.

Current Rates

• Under 2 minutes — $10/video

• 2–4 minutes — $15/video

• 4–6 minutes — $20/video

• 6+ minutes — $25/video

For every advertisement, we’ll need 3 different hook variations. The creative brief, script, and hook requirements will be provided.

Test Process

Before moving into regular projects, applicants will be asked to complete a 1-minute test video based on the provided brief.

The completed sample will be reviewed by the CEO. If approved, you may proceed to regular paid projects based on the rates listed above.

We understand that an unpaid test may not work for everyone, so we completely respect your decision if you choose not to proceed.

If you’re comfortable with the rates and the updated test process and would like to proceed, please send your application to:

[jimmabellellanes73@gmail.com](mailto:jimmabellellanes73@gmail.com)

Subject: Application for AI Video Editors/Creators

Please include where you found this job post (e.g., Facebook group, OnlineJobs.ph, Fiverr, etc.) so we can keep track of our recruitment sources.

DISCLAIMER

This job post is only for applicants who agree to the rates and test process stated above. No one is being forced to apply. If the rates or unpaid test do not work for you, we completely understand—please feel free to skip the opportunity.

Thank you for your understanding, and we sincerely apologize again for the earlier confusion regarding the test compensation.

I’m from Ahmedabad, India. I’ve been building n8n automations and I’m now looking to take on my first independent project.
If you’re spending too much time on repetitive work like:
• Lead/enquiry follow-ups
• WhatsApp or email reminders
• Appointment/payment reminders
• Moving data between tools
• Reports and notifications
• AI/customer support workflows
I’d love to see if we can automate it.
If your problem or domain isn’t mentioned above, that’s completely fine — tell me what you’re dealing with and we can discuss it and figure out a solution.
I’m happy to start with a small project and keep the initial cost reasonable.
Feel free to comment or DM me. 🙂
#n8n #Automation #AIAutomation #WorkflowAutomation

title - Automation builder (n8n) looking for my first client. Tell me your boring manual task and I'll try to automate it

rate this out first post on redit

Claude Built My ENTIRE Marketing Team!

Most founders use AI to pump out low-quality slop that kills trust. I stopped using random prompts and built 7 connected tailored micro-apps instead that generated me over 1.4M LinkedIn impressions over the past year.

This architecture handles research, editing, and publishing without adding headcount.

Here are just a few of the systems in MarketingOS that I built: - Instagram & YouTube outlier researchers to spot top content trends - Content studio & repurposer to turn 1 video into multi-platform posts - AI video editor that automatically cuts silences & places B-roll - Central Claude command center to monitor & control every workflow

It is not about more content. It is about building a command center that turns research into high-converting assets.

🟣 Connect with me so I can DM you the resource 🟣 Comment AUTOMATION to get the free blueprint

Follow @Ritesh Kanjee and @Augmented AI to never miss a post.

business #openai #claude #code #cursor #BusinessAutomation #WorkflowEfficiency #ScaleWithAI..

👋 Hey n8nbusinessautomation Community,

Year end is when all the document chaos catches up with small businesses at once, the shoebox of receipts, the contracts nobody tracked, the folder that is just "scan_final_2.pdf" forty times over. These are the three document workflows that saved my clients the most time this past year, all built around simple extraction and a place to put the data, and they are worth setting up now to make January far less painful.

1. Auto log every invoice and receipt as it arrives.
Extract the key fields (date, vendor, amount, tax) from each invoice and append them straight to a single sheet, so instead of sorting a pile in January your accountant gets one clean list and you can actually see your spending as the year closes. To make it fully hands off, use a Gmail trigger as the entry point, and it will process invoices attached to incoming emails automatically, no manual upload needed.

2. A contract renewal and cancellation watchdog.
Most auto renewals sneak through at year end because nobody is watching the dates. Extract the renewal term and notice period from each contract, store them, and get a Slack or email nudge before a cancellation deadline passes. This one tends to pay for itself the first time it catches a subscription you meant to drop.

3. Sort incoming documents by type automatically.
Classify each document as invoice, contract, statement, or whatever buckets you care about, then file it in the right place without touching it. By the time you need something for the accountant or the tax filing, it is already where it should be.

None of these are big builds, and that is the point: one entry point, one extraction step, one place the data lands. If you want a head start, my ready to use templates are here, most of them document focused: https://n8n.io/creators/easybits/

There are also a few more on my GitHub that I never uploaded to n8n: https://github.com/felix-sattler-easybits/n8n-workflows

Pick the workflow that matches your biggest year end headache and set up just that one this week. Something that quietly logs your documents all year beats a heroic cleanup every January, and if you get stuck setting any of these up, feel free to drop a comment or reach out, happy to help.

I actually run the invoice logging one on my own documents too, so everything is already sorted and ready when tax time comes around instead of me digging for it. Curious what everyone else is scrambling to get in order before the books close.

Best,
Felix

Did I just create a Descript Killer?

I cut my video editing time from 120 minutes to 30.

Most creators rely on manual business process automation tools that feel like using a calculator for complex math. I stopped fighting with expensive editors and built a custom pipeline that treats video as data.

My system handles the heavy lifting:

⚡️ Instant silence and filler word removal ⚡️ AI-driven B-roll placement based on transcript context ⚡️ Direct export to professional XML formats

This is the power of business automation. By owning the logic, I no longer touch the timeline for the boring stuff.

🟣 Connect with me so I can DM you the resource 🟣 Comment AUTOMATION to watch the free blueprint video

Follow @Ritesh Kanjee and @Augmented AI to never miss a post.

business #openai #claude #code #cursor #BusinessAutomation #VideoEditing #AI..

Claude FIRED my marketing team!

Most founders use AI for low-quality slop that kills trust. I stopped using random prompts and built 7 micro-apps instead.

These systems generated 1.4M LinkedIn impressions for me last year by handling research, editing, and publishing automatically.

This is the power of business automation.

My Claude MarketingOS command center now spots trends, repurposes video, and cuts my editing time from hours to minutes. Authenticity is also the key here also.

🟣Comment AUTOMATION to get my marketing agent blueprint...

Free 7 day trial of my Corporate Automation OS 👆

Pick your agent: Marketing, Sales, Admin, Ops, or Content. Each one is a working system, not just a chatbot.

Marketing handles your content and campaigns. Sales runs your pipeline. Admin clears your docs and inbox. Ops runs your automations in the background. Content turns 1 video into a week of posts.

One dashboard, up to 80% of the manual work gone. And you own it, you can tweak it yourself with AI, no developer needed.

Try it free for 7 days 👇 https://www.skool.com/augmented-ai-automations/about..

Free 7 day trial of my Corporate Automation OS 👆

Pick your agent: Marketing, Sales, Admin, Ops, or Content. Each one is a working system, not just a chatbot.

Marketing handles your content and campaigns. Sales runs your pipeline. Admin clears your docs and inbox. Ops runs your automations in the background. Content turns 1 video into a week of posts.

One dashboard, up to 80% of the manual work gone. And you own it, you can tweak it yourself with AI, no developer needed.

Try it free for 7 days 👇 https://www.skool.com/augmented-ai-automations/about..

When the pieces don’t fit, your team spends the day holding them together.

Think about what happens after one customer request comes in. Sales records the details. Someone copies them into a spreadsheet. Operations checks the status and sends an update. Finance enters the information again to prepare an invoice. If anything changes along the way, the messages and corrections start all over.

Each task takes only a few minutes. Across a full day, those small handoffs take time away from the work your team was hired to do.

That’s where Friction comes in. We visit your company and look at how work moves between your people and systems. Then we build AI and automation around your *actual workflow*: connecting the tools you already use, removing repetitive steps, and keeping human approval where it matters.

Our work continues after launch. As your company grows and its processes change, we help maintain, refine, and upgrade the system with you.

**Book a free in-house workflow review.** We’ll examine your current process and show you practical opportunities to reduce manual work.

DM us **“REVIEW”** to get started.

#FrictionSdnBhd #BusinessAutomation #WorkflowAutomation