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,...
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,...
SaaS deployment looks easy - until it isn’t.
You push a release.
CI/CD turns green.
Everything looks fine.
Then production starts telling a different story:
• Environment variables are missing
• Database migrations fail halfway
• Docker images behave differently from local
• API...
𝗬𝗼𝘂𝗿 𝗦𝗮𝗮𝗦 𝗺𝗮𝘆 𝗹𝗼𝗮𝗱 𝗾𝘂𝗶𝗰𝗸𝗹𝘆 𝗳𝗼𝗿 𝘆𝗼𝘂, 𝗯𝘂𝘁 𝘄𝗵𝗮𝘁 𝗮𝗯𝗼𝘂𝘁 𝘂𝘀𝗲𝗿𝘀 𝗶𝗻 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗰𝗼𝘂𝗻𝘁𝗿𝘆?
That’s where a 𝗖𝗗𝗡 can help.
𝗖𝗗𝗡 𝘀𝘁𝗮𝗻𝗱𝘀 𝗳𝗼𝗿 𝗖𝗼𝗻𝘁𝗲𝗻𝘁 𝗗𝗲𝗹𝗶𝘃𝗲𝗿𝘆 𝗡𝗲𝘁𝘄𝗼𝗿𝗸. It stores copies of your website or...
𝗬𝗼𝘂𝗿 𝗦𝗮𝗮𝗦 𝗺𝗮𝘆 𝗹𝗼𝗮𝗱 𝗾𝘂𝗶𝗰𝗸𝗹𝘆 𝗳𝗼𝗿 𝘆𝗼𝘂, 𝗯𝘂𝘁 𝘄𝗵𝗮𝘁 𝗮𝗯𝗼𝘂𝘁 𝘂𝘀𝗲𝗿𝘀 𝗶𝗻 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗰𝗼𝘂𝗻𝘁𝗿𝘆?
That’s where a 𝗖𝗗𝗡 can help.
𝗖𝗗𝗡 𝘀𝘁𝗮𝗻𝗱𝘀 𝗳𝗼𝗿 𝗖𝗼𝗻𝘁𝗲𝗻𝘁 𝗗𝗲𝗹𝗶𝘃𝗲𝗿𝘆 𝗡𝗲𝘁𝘄𝗼𝗿𝗸. It stores copies of your website or...