Enterprise-grade AI automation and cloud infrastructure from engineers who've built it at scale. Not Zapier. Not demos. Production systems.
We don't sell slide decks. We embed with your team and ship production code.
Train your engineers to produce 10x output using AI-native workflows. Not replacing people — making them dangerous.
Battle-tested AWS architecture, CI/CD pipelines, and infrastructure-as-code that scales without surprises.
Custom AI agents, MCP servers, and automation pipelines that actually work in production. No hallucination theatre.
Replace repetitive manual processes with intelligent pipelines. Error handling, retry logic, and human-in-the-loop escalation built in.
Auto-classify incoming documents, extract structured data, validate against business rules, and route to the right system or person.
Validator infrastructure at institutional scale. Key management, monitoring, slashing protection. 67 validators across 50+ networks — in production.
02 / About
"Context isn't just data — it's the difference between a team that ships and a team that spins."
Saul Jaramillo
Founder · Miami, FL
17+ years building production systems. Former Head of DevOps at institutional blockchain infrastructure managing validators across 50+ networks. AWS Solutions Architect certified. HashiCorp certified (Terraform + Vault). Built and operated infrastructure at scale for finance, healthcare, and enterprise clients.
Most firms give you a report and leave. We embed with your team, build the systems, train your people, and leave you with compounding returns — not a vendor dependency. AI-augmented execution means we deliver at a pace traditional consultancies can't match.
You have changed my world. Most people wouldn't take the time to do this.
Limited engagements to ensure quality. Tell us what you're building.