AI Automation Builder
I build AI systems that automate repetitive work.
Practical AI automation, agents, and workflows designed to help businesses move faster and spend less time on repetitive tasks.
About
Building with AI, not just talking about it.
I'm focused on understanding how AI can be integrated into real business workflows—not just used as a chatbot.
I'm currently exploring and building systems around AI agents, workflow automation, structured data, RAG, model routing, messaging automation, and business process automation.
Find repetitive work → design the workflow → connect the tools → let automation handle the repeatable parts.
Capabilities
What I'm Building
Areas I'm actively working in. These are capabilities I'm developing, not completed client projects.
AI Lab
AI Lab
Building, testing, breaking, and learning how practical AI systems work.
Experiments in progress. No results or metrics are claimed until there's something real to report.
Philosophy
Good automation isn't about adding AI everywhere.
Problem
Identify the repetitive work.
Process
Structure the process.
AI
Use AI where judgment is needed.
Automation
Use automation where rules are enough.
Human
Keep humans involved where they matter.
Architecture
Don't use the same model for everything.
Classification
Extraction
Decision
Generation
Different tasks require different levels of intelligence. Simple classification and extraction can often use smaller, faster models. More complex reasoning can be routed to models designed for it.
Principles
How I build.
Practical over flashy
Automation should solve a real problem.
Small models when possible
Not every task needs the biggest reasoning model.
Reliable execution
An AI system is useful when it can consistently perform the job—not just generate impressive responses.
Currently Building
I'm currently focused on building practical AI automation systems, experimenting with AI agents and workflows, and turning what I learn into useful systems for real businesses.
Contact
Have a repetitive process worth automating?
Let's talk about what you're doing manually and whether AI automation can make it simpler.
businessflow099@gmail.com