Architecting the Next
Generation of
Intelligent Systems.
Virtbricks is an applied AI research and engineering lab. We build proprietary products and partner with enterprises to ship production-grade AI infrastructure.
We don't just advise on AI.
We ship it.
Most companies are stuck in the "chat demo" phase. Virtbricks operates as a deep-tech engineering partner, helping you bridge the gap between a prototype and a deployed, secure, and revenue-generating AI system.
We are the team behind Sysnav.ai. We bring that same product-grade rigor to your custom challenges.
01. Custom Model Engineering
We move beyond API wrappers. We fine-tune open-weight models (Llama 3, Mistral) on your private data to create domain-specific intelligence that you own—deployed on your cloud or on-prem.
02. Agentic Systems
We build autonomous agents that can plan, reason, and execute complex workflows. From automated DevOps remediation to intelligent supply chain monitors, we engineer agents that do real work.
03. AI Infrastructure
AI is only as good as the system it runs on. We architect the vector databases, evaluation pipelines, and GPU clusters required to run models at scale with <100ms latency.
/ THE_LAB / IDENTITY
Engineers, not Consultants.
Virtbricks started with a simple observation: existing AI consultancies were delivering slide decks, while engineering teams needed working repositories.
We are a small, high-density team of systems architects, ML engineers, and product designers based in Belmont, CA. We treat every client engagement like a product launch—focusing on stability, scalability, and measurable impact.
Ship to Learn
We believe the only way to validate an AI hypothesis is to put it in front of users.
Own Your Weights
We advocate for clients to own their models and data, rather than renting intelligence forever.
Systems over Models
A great model in a bad system fails. A decent model in a great system changes the world.
/ OUTPUTS
Born in the Lab.
// We validate our research by building our own products.
Sysnav.ai
LIVEAI-Powered Terminal Management Built for Infrastructure Operations
Sysnav delivers unified platform for managing unlimited terminals and SSH connections with intelligent AI assistance. Built for DevOps, SRE, and infrastructure teams who need to move fast across local development and production environments.
Sub-100ms startup with optimized rendering
Dual-mode architecture: Ask vs Agent
Automatic sensitive data filtering & validation
Save 30+ min per incident with AI assistance
/ PROTOCOLS
Engagement Models
We engage via structured protocols designed to deliver specific engineering outcomes.
A. The Sprint
Prototyping, Feasibility Studies, MVPs. You get the code, the model, and the roadmap.
B. The Deep Build
Fractional AI engineering department. Full architecture, training, and production handoff.
C. Audit
Architecture Review. Audit planned architecture and security posture.
ENGAGEMENT_TIMELINE_COMPARISON
// Select a model on the left to highlight timeline scope
/ FIELD_DATA
Lab Notes & Case Studies
The Self-Healing DevOps Pipeline
CS_01Solution: Built a custom Sysnav-based agent that traces signals and suggests fixes via Slack.
Private Legal Analysis Model
CS_02Solution: Fine-tuned 7B parameter open-source model deployed on private AWS VPC.
Initiate a Project
Tell us about your AI challenge. Whether you're building from scratch or scaling existing systems, we're here to help engineer production-grade solutions.