AI & Workflow Automation
Serverless LLM agents and automatic webhook pipelines that handle tasks 24/7.
Modular Deliverables
Our automation grids connect your business services to intelligent LLM nodes. We configure serverless workflows that qualification-check incoming forms, process raw PDFs, and sync alerts directly to Slack, WhatsApp, and email.
Our engineering standards dictate that every service operates with isolated state rules and zero unnecessary runtime dependencies. This ensures fast loads and secure, compliant operations.
DELIVERABLE SPEC SHEET
Architecture Blueprint
AI Ingestion & Vector Ingress Architecture Blueprint
Webhook Ingestion Ingress
Receives raw customer actions or documents from active webhooks.
Vector Embedding Pass
Transforms text into numeric vectors using OpenAI embeddings models.
Similarity Match Index
Searches pgvector database to fetch context matching the user query.
LLM Completion Dispatch
Sends context to Claude/OpenAI and triggers follow-up WhatsApp notifications.
Target FAQs
Frequently asked questions specifically tailored for our AI & Workflow Automation track.
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