AI Automation Engineer Needed to Build Custom YouTube Production Workflow (B2B SaaS Niche)

I am looking for an experienced AI Automation Engineer or Agency to design and build an end-to-end automated YouTube content pipeline. The channel will focus on high-quality, long-form B2B SaaS Case Studies (explaining how software companies grew, scaled, and succeeded).Because the target audience consists of business professionals, founders, and marketers, the quality bar is exceptionally high. Standard, generic bulk-video generation will not work. I need a robust system that prioritises data accuracy and a professional visual aesthetic. Scope of Work & Expected Workflow: Data Sourcing & Ideation: An automated system/agent that tracks viral B2B SaaS trends or pulls raw data/metrics from verified sources (like TechCrunch, Indie Hackers, company blogs) into a central dashboard (Airtable or Notion). Script Generation: An LLM engine (e.g., Claude 3.5 Sonnet / GPT-4o) trained to write compelling, engaging, multi-chapter scripts using a strict business-case structure (Challenge ➔ Solution ➔ Impact). Voiceover & Audio: Automated integration with ElevenLabs (or similar top-tier realistic voice AI) to generate clean, professional narrative voices. Video Generation & B-Roll: A pipeline that combines realistic AI voice narration with high-quality, relevant visual assets. This must include dynamic charts, clean text overlays, and mockups of software user interfaces (UI)—not just generic, unrelated stock footage. Human-in-the-Loop (HITL) Review: The entire pipeline must halt at key stages (Script review and Final Video review) for my manual approval before moving forward. Automated Publishing: Once approved, the system should automatically push the video, an optimized SEO title/description, and tags into the YouTube backend via API as a "Draft" or "Private" video. What We Need From You: To ensure you have read this and possess the technical capabilities, please answer the following questions in your proposal: Your Technical Blueprint: Briefly explain how you would build this workflow. What tools, frameworks, and APIs would you connect (e.g., Make.com, Python, CrewAI, LangChain, Airtable, YouTube Data API)? Visual Quality Control: Because this is a professional B2B niche, how will your workflow handle generating clean charts, data visualizations, and software UI screenshots instead of generic stock footage? Past Experience: Please share links or case studies of similar AI automation pipelines or automated video generation workflows you have built in the past. Preferred Qualifications: Deep experience with API integrations via Python or advanced No-Code platforms (Make.com / Zapier). Experience building Multi-Agent AI systems (CrewAI, LangChain, or custom OpenAI/Anthropic assistant setups). Understanding of video rendering APIs (like Shotstack, Remotion, or automating Adobe Premiere/After Effects).Strong communication skills and willingness to iterate on prototypes.