AI Agent Ecosystem & RAG Workflow Automation
The Challenge: Kelly Brogan MD, a prominent holistic psychiatry practice, encountered obstacles in scaling due to high manual expenses related to content production and customer support. They needed a solution to automate their marketing launches, email writing, and provide round-the-clock customer service without sacrificing the founder’s distinct brand voice or the quality of patient interactions for their numerous clients.
Our Solution: Toolshed designed a scalable AI orchestration framework and a tailored Knowledge Base to revolutionize their operations:
AI Agent Orchestration: We replaced an uncoordinated system with a powerful n8n framework, offering a scalable structure for complex agent logic and error management.
Proprietary RAG Pipeline: We created a data ingestion system that integrates Google Workspace (including podcasts, transcripts, and articles) into a Weaviate Vector Database. This enables AI agents to access the doctor’s entire body of work to generate authentic marketing content.
Automated Copywriting Agent: An LLM-driven agent now produces high-converting email sequences and marketing materials, significantly reducing the reliance on premium copywriters, which previously cost over $5,000 per month.
Intelligent Customer Service: We developed a second AI agent that connects to GoHighLevel (GHL) via API, providing around-the-clock support by addressing common questions utilizing the proprietary knowledge base, ensuring prompt responses at scale.
The Result: This implementation established a fully autonomous workflow that greatly reduced operational costs while allowing the practice to enhance its marketing efforts. By utilizing their unique data, we ensured the AI-powered system upheld the practice’s high standards and unique voice.