Shelgen Systems — AI Infrastructure

Every shell of your
stack, generated.

Shelgen builds the layered AI infrastructure — models, pipelines, and the shell that runs them — so engineering teams ship intelligence instead of plumbing.

Start a build → See the layers
SCROLL
The Stack

Four shells. One generated system.

Shelgen doesn't bolt AI onto your stack — it generates the layers underneath it, each one wrapping and protecting the one before it.

SHELL 01
Core Models
Fine-tuned and foundation models matched to your domain, not the other way around. You bring the data, we bring the right-sized model.
SHELL 02
Inference Mesh
A routing layer that picks the cheapest model that can still answer correctly, live, per request. Cost drops without a quality conversation.
SHELL 03
Data Pipelines
Ingestion, embeddings, and retrieval wired directly into your existing warehouses and APIs. No new source of truth to maintain.
SHELL 04
Ops & Guardrails
Monitoring, evals, and rollback built in from day one. Every model change is observable before it's customer-facing.
Engagement

From first call to running system

PHASE A

Diagnose

We map your current stack, data sources, and where AI would actually move a metric — not where it's trendy to add one.

PHASE B

Architect

A shell-by-shell plan: which models, which pipelines, which guardrails, sized to your traffic and budget.

PHASE C

Generate

Our engineers build and integrate the stack directly into your environment, with your team embedded throughout.

PHASE D

Operate

We stay on as the system runs — tuning, monitoring, and handing off as much or as little as you want.

40+
Production AI systems shipped
99.95%
Average inference uptime
3.2x
Median inference cost reduction
11
Industries deployed in

Ready to generate your shell?

Tell us what you're running today. We'll tell you, plainly, what's worth building and what isn't.