Javier Aguilar
I design AI systems that actually work
For teams automating complex, manual processes
AI Engineer · Automation · Agentic Systems
Founder of AGILabs
Trusted by
Simple KYC 
Sapira.ai 
Hastings Direct 
NTT Data Delivered solutions for
American Express 
Westpac 
Telefonica 
Tirea What I Build
AI systems that solve real problems
AI Automation
End-to-end pipelines that run without human intervention. Research, coding, deployment, and review workflows orchestrated by multi-agent systems.
AI Assistants
Interactive assistants embedded in Slack, web apps, or any workflow. Connected to real tools — databases, APIs, infrastructure — to act, not just answer.
Domain Systems
Specialized applications for regulated industries and complex business domains. Classification, document parsing, risk assessment, and full product development.
MCP & Connectors
The integration layer powering everything above. Model Context Protocol servers connecting LLMs to Bitbucket, PostgreSQL, Langfuse, Azure, Kubernetes, and more.
Featured Projects
Less hype. More working systems.
Data Source Automator
End-to-end pipeline: research → specs → code → deploy → verify with automated feedback loops and self-healing.
DevOps Assistant
Slack-based AI agent for infrastructure diagnostics. Queries Kubernetes, Azure, CI/CD pipelines, and documentation autonomously.
Industry Classifier
Industry classification with risk assessment. Official registry connectivity and adverse media screening.
How I Work
AI drafts, humans verify. I build systems with human-in-the-loop for quality and trust.
Discovery Call
Architecture Design
Development
Human Review
Deployment
Pricing
Transparent pricing for AI automation projects
Engagement Tiers
Discovery Call
30-minute call to understand your needs
Technical Audit
Architecture review with recommendations document
Implementation
Full project based on scope
Project Types
MCP Server
Custom MCP for your systems
Agent Pipeline
Multi-agent workflow automation
Industry Classifier
Classification + risk assessment
Full Platform
End-to-end solution
Let's Talk
Book a free 30-minute discovery call to discuss your project