@Figma to @Shopify with @Instant, feels like designing at light speed if you are fast enough, you can design each section while the next one gets built with @Instant AI is the part I love the best while using AI, adding my human touch and personal taste say NO to e-comm generic design flop turn on sound 🔈

the faq block makes the page easy to use

Built an AI-powered customer support automation workflow that can classify incoming emails, identify support requests, retrieve relevant information from a knowledge base, and assist with generating the right response.

The workflow combines AI agents, RAG, embeddings, Pinecone, Gmail, and automated notifications to reduce repetitive support work while keeping human review in the loop.

The flow includes:

📩 Incoming email detection

🤖 AI-based support request classification

📚 Knowledge base retrieval with Pinecone

🧠 Context-aware customer support agent

✍️ Automated response draft generation

🔔 Reviewer notification through Telegram

⚡ Separate handling for non-support emails

I’ve been exploring more ways to combine AI + automation + real-world business workflows, rather than using AI only as a chatbot.

More automation experiments coming soon. 🚀

#AIAutomation #ArtificialIntelligence #Automation #AIAgents #RAG #n8n #Pinecone #OpenAI #WorkflowAutomation #CustomerSupport #GenerativeAI #MachineLearning #BusinessAutomation #Developer #FullStackDeveloper