AI Automation & Document Generation - Agents, RAG, LLM WorkflowsThomas Laloux
Description
Teams lose 20–40 h/month to repetitive document and data work. I design and ship custom AI automations (multi-agent workflows, RAG, LLM/SLM pipelines) that remove that load while keeping your data confidential and a human in the loop.
Business first: I start from your process and constraints, not the tools. Delivered production ready - containerized, monitored, documented - so your team can own it.
Deliverables:
Automation diagnostic & design: map the leaking process, define scope and target hours saved, set architecture (confidentiality, human-in-the-loop).
Working multi-agent workflow: planner/writer/validator loops, RAG extraction, vector DB, API integrations, prompt engineering.
Production deployment & handover: Docker, monitoring, documentation, one tuning round + team walkthrough.
Requirements from client: sample documents/data, a named process owner for validation, target systems/APIs.
Example work
Starting at$75 /hr
Tags
FastAPI
LangGraph
N8N
PostgreSQL
Qdrant
RAG
AI Automation
LLM
Service provided by
Thomas Laloux Brussels, Belgium
AI Automation & Document Generation - Agents, RAG, LLM WorkflowsThomas Laloux
Description
Teams lose 20–40 h/month to repetitive document and data work. I design and ship custom AI automations (multi-agent workflows, RAG, LLM/SLM pipelines) that remove that load while keeping your data confidential and a human in the loop.
Business first: I start from your process and constraints, not the tools. Delivered production ready - containerized, monitored, documented - so your team can own it.
Deliverables:
Automation diagnostic & design: map the leaking process, define scope and target hours saved, set architecture (confidentiality, human-in-the-loop).
Working multi-agent workflow: planner/writer/validator loops, RAG extraction, vector DB, API integrations, prompt engineering.
Production deployment & handover: Docker, monitoring, documentation, one tuning round + team walkthrough.
Requirements from client: sample documents/data, a named process owner for validation, target systems/APIs.
Example work
$75 /hr