Y3
AI Infrastructure & Systems

WE BUILD
AI SYSTEMS
not slop.

Custom AI infrastructure, multi-agent pipelines, and SaaS platforms for companies that need more than off-the-shelf. From architecture to deployment, we own the outcome.

y3labs / agent-runtime
$ deploy --env production --agents all
───────────────────────────────
✓ Orchestrator online
✓ Agent pool: 4,000 active
✓ LLM router: OpenAI · Anthropic · Gemini
✓ EKS cluster healthy in us-east-1
$
4K
Concurrent AI Agents
100%
Custom-built Solutions
10+
LLM Providers Integrated
0x
Generic Templates Used
Featured Work
CarEdge

AI NEGOTIATOR AT INSANE SCALE

Built CarEdge's AI Negotiator from the ground up: a fully autonomous platform running 4,000 concurrent agents in Kubernetes. Each agent independently handles real car deal negotiations end-to-end: evaluating dealer offers, generating counteroffers, and closing deals on behalf of CarEdge users, with no human in the loop.

4,000
Concurrent Agents / CarEdge
24/7
Autonomous Operation
AWS
EKS Infrastructure
System Architecture
User Request Intake
Routes to agent orchestrator layer
Multi-Agent Orchestrator
Spawns & manages negotiation agents
LLM Router
Best model per task, cost-optimized
Negotiation Agent Pool
Golang workers on EKS, horizontal scale
Deal State & Memory
Persistent context across sessions
Outcome & Analytics

WHAT
WE
BUILD

We don't do demos. We design, build, and ship production AI systems, from the first architecture diagram to the last monitoring dashboard.

01
Multi-Agent Systems

Orchestrated pipelines of autonomous agents built for real-world scale. Custom memory, routing, tool use, and inter-agent communication.

Orchestration Golang Python EKS
02
Custom Model Training

Fine-tuned and trained-from-scratch models using LoRA, PEFT, and full custom training runs. Domain-specific intelligence that off-the-shelf models can't touch.

LoRA PEFT PyTorch Fine-tuning
03
SaaS AI Platforms

Full-stack product development for AI-powered SaaS. We own the architecture, the backend, and the AI layer, designed to scale from day one.

AWS Full-stack API Design
04
Computer Vision & 3D

NeRF-based reconstruction, image generation pipelines, and visual AI systems for real-world applications including real estate, automotive, and retail.

NeRF ControlNet ComfyUI SAM 2
05
LLM Integration

Multi-provider LLM architecture with intelligent routing, fallback chains, cost optimization, and eval frameworks. Every major provider, abstracted cleanly.

OpenAI Anthropic Gemini +7 more
06
Infrastructure & DevOps

Production-grade cloud infrastructure designed for AI workloads. Auto-scaling, observability, zero-downtime deploys, and cost-aware architecture from the start.

EKS AWS Terraform Observability
Our founders

BUILT BY
PEOPLE WHO
HAVE DONE IT.

Not researchers. Not consultants. Operators who have scaled companies, worked at the edge of government technology, and were building with AI before it was a buzzword.

10+
Industries
2
Founders
Gov&Def
Sector Experience

Y3 Labs was founded by two operators who've been in the room where hard decisions get made. Between them, they've scaled companies across competitive markets, shipped systems inside government and defense organizations where failure isn't an option, and have been building with AI since well before it became a boardroom agenda item.

They started Y3 because they kept seeing the same problem: companies knew they needed AI, but couldn't find a team with the depth to actually build it. Not demos, not wrappers. Real systems engineered to last. So they built the firm they wished existed.

Scaled multiple ventures Government & defense Early AI adopters Cross-industry operators Technical founders
Technology

FULL STACK. FULL DEPTH.

Runtime
Golang
Runtime
Python
Infra
AWS EKS
Infra
Terraform
LLM
OpenAI
LLM
Anthropic
LLM
Gemini
LLM
Mistral
LLM
Grok
LLM
Cohere
Vision
NeRF
Vision
SAM 2
Vision
ControlNet
Training
LoRA
Training
PyTorch
Training
PEFT
Serving
fal.ai
Serving
Replicate
Data
Postgres
Data
Redis
How we work

OUR PROCESS

No bloated discovery phases. No hand-offs to junior devs. We move fast, own the architecture, and build things that last.

01
ARCHITECTURE FIRST

We start with the system design, not a UI mockup. Understanding your data flows, scale requirements, and failure modes before writing a single line of code.

02
RAPID PROTOTYPE

A working system in days, not months. We build the riskiest parts first so you can see real behavior and catch real problems early.

03
SCALE TO PRODUCTION

From prototype to 4,000 concurrent agents on Kubernetes. We harden, instrument, and tune until the system is production-ready. Then we hand over the keys.

04
ONGOING OWNERSHIP

We offer continued retainer relationships for teams that want Y3 Labs embedded as a long-term technical partner, not a one-and-done contractor.

READY TO
BUILD?

Tell us what you're working on. We'll tell you if we can build it, and exactly how.