AI Systems & Design Studio — Est. 2019

Intelligence,

given form.

We engineer perception, language & motion for the world's most ambitious teams.

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N 40°44′ W 73°59′
Studio · New York
Trusted by

Shaping intelligence for teams that move markets.

120+
Systems in production
NOVAEKESTRELHALCYONVANTAGEORBITALMERIDIANATELIERLUMENASCENDPOLARIS NOVAEKESTRELHALCYONVANTAGEORBITALMERIDIANATELIERLUMENASCENDPOLARIS
Capabilities

What we forge

01

Perception

Vision systems that see with intent — from edge cameras to multimodal understanding.

Computer VisionMultimodal
02

Language

Models that speak in your voice — fine-tuned, grounded, and brand-native.

LLMRAGVoice
03

Motion

Real-time generative motion & worlds — shaders, simulation and live render.

WebGLSimulation
04

Strategy

AI roadmaps built to ship — not decks. Audits, bets, and delivery plans.

RoadmapAudit
05

Infrastructure

Latency-bound systems at scale — inference, routing and observability.

EdgeScaleReliability
Selected Work

Recent forges

Three systems, shipped — each a long-running intelligence partner.
Atlas Vision
001 — Atlas Vision

A real-time perception engine for autonomous mobility.

Sub-12ms scene understanding across a 1,200-vehicle fleet, fused with language grounding.

SectorMobility
ScopeSystem + Model
Year2025
Verse
002 — Verse

A brand-native language model for a global media house.

A grounded LLM writing in-house voice across 14 markets, with full editorial control.

SectorMedia
ScopeModel + UX
Year2024
Continuum
003 — Continuum

A generative motion system for a fashion runway.

Live, audio-reactive garment simulation rendered to a 40k-screen venue in real time.

SectorFashion
ScopeRender + Sim
Year2025
Method

From spark to system.

01

Discover

We map the real problem, the data, and the risk before a single model is touched.

02

Architect

A system design — not a prototype. Latency budgets, fallbacks and evaluation harness.

03

Forge

We train, tune and build in the open, shipping to production against hard metrics.

04

Deploy

Observability, iteration and ownership. We stay until it's measurably better.

Stack

Engineered to the metal.

A working surface, not a logo wall.

Diffusion

Image · Video · 3D

Vector Search

Hybrid · Billion-scale

Edge Inference

Sub-10ms

Custom Training

Fine-tune · Align

Realtime Pipelines

Streaming · Fusion

Observability

Eval · Drift · Guard
Word of mouth

EMBER didn't deliver a model. They delivered a new way of seeing.

Aria Voss

CTO, Halcyon

"The kind of team that makes AI feel like craft. Every system arrived sharper than the brief." — Marc Reyes, VP Product, Vantage

Let's forge what's next.

Two engagements open this quarter.

Start a project →