You will get Automated Workflow Architecture for AI Content & Whisper Transcripts
Project details
Stop wasting hours manually rewriting your audio and video content. I build automated, enterprise-grade AI Content Pipelines using Make.com that transform your media assets into ready-to-publish marketing copy instantly.
Whether you run a podcast, a marketing agency, or create video content, this automated architecture scales your output without scaling your team.
What this AI Content Ecosystem includes:
• Instant Transcription: Automated ingestion of audio/video files directly processed via OpenAI Whisper API.
• Multi-Format AI Generation: Powered by GPT-4o to turn transcripts into high-converting social media posts, newsletters, blog articles, or summaries.
• Direct Distribution Sync: Seamless publishing or drafting into Google Workspace, WordPress, Webflow, or social media buffers.
Why clients choose my automation design:
• Software Engineer Accuracy: Built with strict filters, data formatting controls, and solid error-handling routers.
• Scalable Architecture: Designed to handle bulk uploads smoothly without losing files or breaking scenarios.
Whether you run a podcast, a marketing agency, or create video content, this automated architecture scales your output without scaling your team.
What this AI Content Ecosystem includes:
• Instant Transcription: Automated ingestion of audio/video files directly processed via OpenAI Whisper API.
• Multi-Format AI Generation: Powered by GPT-4o to turn transcripts into high-converting social media posts, newsletters, blog articles, or summaries.
• Direct Distribution Sync: Seamless publishing or drafting into Google Workspace, WordPress, Webflow, or social media buffers.
Why clients choose my automation design:
• Software Engineer Accuracy: Built with strict filters, data formatting controls, and solid error-handling routers.
• Scalable Architecture: Designed to handle bulk uploads smoothly without losing files or breaking scenarios.
AI Development Type
Software MaintenanceAI Development Language
JavaWhat's included
| Service Tiers |
Starter
$200
|
Standard
$450
|
Advanced
$800
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | |||
Detailed Code Comments | - | - | - |
Knowledge Graph | - | - | - |
Model Documentation | - | - | - |
Ontology | - | - | - |
Source Code | - | - | - |
Taxonomy | - | - | - |
About Vitaliy
AI Automation Specialist | Make. com | ActiveCampaign | AI Integrator
Sandy, United States - 2:32 am local time
👥 You don’t need a massive team or months of manual work to scale.
⚙️ Let’s use AI automation to turn your manual chaos into a smart self-operating engine in 1-2 weeks. 🚀
🔍 We start with a free workflow audit and AI automation roadmap 🧠
This helps you see exactly how your AI workflows will look and perform — before you spend a dollar on production.
👋 Hey! I’m open to a new AI Automation project 📅
🏆 1,000+ hours of full-time AI Automation experience
🌟 98% client satisfaction rate
🚀 Helping clients increase revenue by up to 45% through lead nurturing automation
⏳ Available to start ASAP
⚡️ Daily updates | Full-time | Prompt responses
💎 CORE FACTS ABOUT ME:
🛠 Advanced Make .com & AI Automation Architecture: I build complex scenarios using advanced logic, including multi-path routers, error handling, and data iterators/aggregators.
📈 Revenue Growth: I’ve helped my clients increase revenue by 45% within the first year by ensuring 100% lead capture and instant AI Automation follow-ups.
🎓 Online Education Expertise: I’ve built full online courses and webinars. I design specialized AI Automation for content workflows, ensuring a seamless user experience.
🔗 Deep CRM Synchronization: High-level AI Automation to sync data across Pipedrive, ActiveCampaign, and Google Sheets for 0-leakage lead management.
🛠 TECHNICAL SKILLS & AI AUTOMATION EXPERTISE:
⚙️ Automation & Workflow: Make .com (Integromat), Zapier, Automated Workflow, Business Process Automation, API Integration (REST API).
🧠 AI & Intelligence: Artificial Intelligence, AI Chatbot development, OpenAI API (GPT-4o), Prompt Engineering.
📈 Marketing & Sales Funnels: Marketing Automation, CRM Automation (ActiveCampaign, Pipedrive), ClickFunnels, Email Marketing.
🛠 Engineering & Tools: Java (6+ years), JavaScript, Python, Typeform, System Architecture.
🟣 HERE’S HOW WE WORK:
1️⃣ DISCOVERY – Value-packed conversation to grasp the essence of your vision and business goals.
2️⃣ EVALUATION – I define the resources and timeline required to bring your automation to life.
3️⃣ DELIVERY – I craft a solution that is functional, efficient, and precisely aligned with your objectives.
4️⃣ CONTINUOUS SUPPORT – Ongoing optimization to ensure your project remains efficient and scales with your growth.
💬 WHAT DO MY CLIENTS SAY?
⭐️⭐️⭐️⭐️⭐️ "Vitaliy is a lifesaver. He turned our messy manual process into a slick Make .com engine in days. We’re saving 20+ hours every week. If you need automation that actually works, hire him."
— Marcus T., Founder @ EduStream
⭐️⭐️⭐️⭐️⭐️ "Finally, someone who gets it! Vitaliy built an AI content pipeline that’s basically magic. Now our team just drops a file and the AI does the rest. Super fast and professional."
— Sarah J., Ops Manager @ TechFlow
⭐️⭐️⭐️⭐️⭐️ "10/10 experience. He synced our CRM and lead scoring perfectly. We’re now closing deals faster because we only talk to the 'hot' leads. His background at Visa definitely shows."
— David L., CEO @ Solari
⭐️⭐️⭐️⭐️⭐️ "Built us a custom Telegram bot and automated our entire student delivery. No more manual emails! The system is rock solid and handles errors like a pro. Will definitely hire again."
— Elena R., Course Creator
⭐️⭐️⭐️⭐️⭐️ "The free audit sold me. Vitaliy found holes in our workflow I didn't even know existed. He moved us to Make .com and everything is running 10x smoother. Simply the best."
— Jason K., Growth Lead
👉 Click the green 🟩 "Send a message" button, and let’s discuss how to launch your first automation.
Steps for completing your project
After purchasing the project, send requirements so Vitaliy can start the project.
Delivery time starts when Vitaliy receives requirements from you.
Vitaliy works on your project following the steps below.
Revisions may occur after the delivery date.
API & Whisper Setup.
I connect your cloud storage, configure the Whisper API for audio-to-text processing, and test transcript accuracy.
GPT-4o Prompting & Logic.
I build the Make.com routing logic and design system prompts for GPT-4o to extract high-quality articles, summaries, or social posts.