Scale your Operations.
Not your Headcount.
I architect autonomous systems for B2B Agencies and SaaS. SV Labs delivers precision engineering, proprietary boilerplates, and automation infrastructure.
POWERING SYSTEMS WITH
10+ Years of Distributed Systems Engineering applied to your business.
Manual Bottlenecks
Your team wastes 20h/week on repetitive tasks that should run themselves. Copy-paste, status updates, invoice chasing—it adds up.
Pragmatic Architecture
I don't just glue tools together. I design systems with clean data flows, proper error handling, and observability built in.
Compound Leverage
Systems that run while you sleep. Every automation I build frees your team to focus on what actually grows the business.
Engineering Packages Built for Results
From a $500 diagnostic to full system builds—every package is designed to deliver measurable ROI. Start small, scale when ready.
The Diagnosis
Stop guessing. Get clarity.
A focused audit of your operations to find where time and money are leaking. You get a clear report with prioritized opportunities and ROI estimates—no fluff, no jargon.
100% upfront
- Process bottleneck heatmap
- Automation vs. AI opportunity matrix
- ROI estimates per opportunity
- Prioritized action plan
The Quick Fix
One painful process, automated.
You know exactly what's broken. We come in, fix it, and hand it back—running smoothly. Perfect for that one workflow that's been driving your team crazy.
50% deposit, 50% on delivery
- Single workflow automation
- Tool integration (CRM, ERP, etc.)
- Error handling & monitoring
- Documentation & team training
The Blueprint
The architecture before the build.
For companies that need a comprehensive system design before committing to a full build. You get a detailed technical blueprint with architecture diagrams, data flows, and implementation roadmap.
100% upfront
- Full system architecture design
- Data flow & integration mapping
- Technology stack recommendation
- Implementation roadmap with milestones
The Build
Your full system, engineered and deployed.
End-to-end engineering of autonomous systems—from AI agents and workflow automation to full-stack integrations. This is where we build the machine that runs your operations.
Phased: 40% start, 30% midpoint, 30% delivery
- Custom AI agents & automation systems
- Full-stack integrations (APIs, databases, cloud)
- Testing, monitoring & observability
- 30-day post-launch Hyper-Care support
Real Results, Real Impact
See how I've helped companies like yours transform their operations and achieve measurable growth.
Zero-Cloud Migration: Bare Metal Kubernetes & GitOps
How we built cloud-native infrastructure from scratch on bare metal with full GitOps automation and banking-grade security.
Autonomous Clinical Data Extraction Agent with Deterministic Guardrails
How a multi-stage RAG pipeline with deterministic validation achieved 99.9% accuracy in sensitive clinical data extraction.
CQRS & Event Sourcing Architecture for 4.5B Record Scale
How we decoupled reads from writes using CQRS and Event Sourcing to process 4.5 billion records with sub-second query latency.
Latest Thoughts
AI engineering insights, automation strategies, and lessons from building production LLM systems.
Automation for LATAM Startups
Latin American startups face unique challenges. Here's how automation can be your competitive advantage.
n8n vs Zapier: An Engineer's Honest Take
After implementing dozens of automation solutions, here's my breakdown of when to use n8n versus Zapier (and when neither is the right choice).
"SV Labs strictly limits active engagements to ensure deep architectural focus."Sebastian Vallejo Lead Architect & Founder, SV Labs
Ready to build?
Let's discuss how engineering-driven automation can help your business scale efficiently.