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Webbeon

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Webbeon
© 2026 Webbeon Inc. All rights reserved.
Vertically Integrated AGI

The intelligence. The perception. The silicon.

One company building the entire stack — from frontier AGI to IoT perception to custom silicon. Not because it's efficient. Because intelligence that can't touch the world isn't intelligence yet.

See the stackRead our research
SCROLL TO DESCEND ↓
Three Phases. One Architecture.

The complete stack

Phase I — Frontier AGI
Odyssey
24/7 awakeness. Adaptive awareness.
THE MIND
Phase II — IoT Perception
Object Class
Object Class doesn't follow instructions — it builds understanding. Inspired by how infants learn physics not from textbooks but from reaching, failing, and revising, Object Class constructs spatial models in real time.
THE SENSES
Phase III — Custom Silicon
Oracle Class
Not GPUs repurposed. Silicon designed from first principles for AI inference.
THE BODY

Similar to what Apple did with M1 — except the ambition is the entire intelligence stack. From model weights to transistors.

Phase I — The Intelligence

Odyssey

An infinitely configurable frontier AGI.

24/7 awakeness. Adaptive awareness. Simulated consciousness. The reasoning and decision capabilities that powered Oracle Class R and D, unified into a single universal intelligence engine. Runs locally — no data center required. Inspired by the convergence of all forms of knowing: pattern recognition, causal reasoning, embodied experience, and the capacity to navigate the unknown.

Explore Odyssey →

Orbital visualization showing Odyssey at the center with three concentric rings representing layers of intelligence.

∞
configurable intelligence modes
24/7
continuous awakeness
DUAL
dual inference modes
0
data center dependency
Phase II — The Senses

Object Class

Object Class doesn't follow instructions — it builds understanding. Inspired by how infants learn physics not from textbooks but from reaching, failing, and revising, Object Class constructs spatial models in real time. It doesn't need CAD files or pre-mapped environments. The surface layer that gives intelligence a body at the edge.

89%
novel object grasp
14ms
planning latency
zero
prior maps needed
0.02N
force resolution
Phase III — The Silicon

Oracle Class

Not GPUs repurposed. Silicon designed from first principles for AI inference. The W1 architecture: spatial dataflow, 96GB HBM3E, 256MB distributed SRAM. 3nm process. Cars, drones, planes, operating systems — anything that runs on silicon, runs on Oracle Class.

4.8 TB/s
memory bandwidth
40%
energy reduction
85ms
time to first token
3nm
process node

Chip visualization showing a 4x4 tile grid with sequential data-flow lighting representing the W1 architecture.

In The Field

Results that couldn't wait

Pharmaceutical R&D

4 novel antibiotic compound families active against carbapenem-resistant bacteria. 6 weeks. Traditional timeline: 2+ years.

ODYSSEY 2.0
Disaster Response

3 floors mapped. 12 survivors located. 40 minutes. Zero human entry. Structural assessment matched a 4-person engineering team at 96% agreement.

OBJECT CLASS
Autonomous Systems

Real-time inference at 85ms. No cloud roundtrip. Oracle Class runs Odyssey locally in the vehicle.

ORACLE CLASS
Sovereign Finance

340 opportunities evaluated. 200-page mandates processed. +18% portfolio performance YoY.

ODYSSEY 2.0
Manufacturing

Learned to assemble 14 different product variants from zero demonstrations. Changeover time dropped from 3 days to 2 hours.

OBJECT CLASS
Clinical AI

120,000 diagnostic encounters. 23% management changes. Calibration: 94.2%.

ODYSSEY 2.0
Research

Six frontiers. One mission.

Where physics meets computation. Where biology meets machines. Where safety meets capability.

47
papers published
12
active collaborations
100%
open access
01AI Safety→02Medicine→03Quantum→04Biophysics→05Robotics→06Silicon→
Our Commitment

Safety isn't a feature. It's the foundation.

When your system decides whether a patient is admitted or a billion-dollar trade executes, ‘mostly works’ isn't a category. We verify with mathematical proof.

99.7%
behavioral compliance
0
post-deploy violations
70B
parameters verified
100%
staged deployment
Formal Verification
Mathematical proofs of model behavior before deployment — not after.
Alignment Research
Ensuring capability and intention stay coupled as systems scale.
Red-Teaming
Adversarial stress-testing by dedicated teams who try to break what we build.
Responsible Deployment
Staged rollouts, monitoring, and the willingness to pull back.
Ecosystem

Building with the best

Research
MIT CSAIL
Research
Stanford HAI
Industry
DeepMind
Science
CERN
Research
Max Planck
Research
Caltech
Partner Networks
University of Toronto
Partner Networks
University of Waterloo
Partner Networks
IISc Bangalore
Partner Networks
IIT Madras
Talent

The people who work here don't talk about what they're building. They publish it.

We hire across the full stack — from transformer researchers to chip architects. The problems we work on require people who'd rather be right than fast.

View open rolesPartner networks
Quarterly Competition
Speed Cypher

Quarterly engineering competition partnered with the world's top technical universities. The fastest path from campus to frontier.

$5,000 prize4x/year
Research Partner
REMUS Institute

Advanced research partnership accelerating the pipeline from academic insight to frontier deployment.

Webbeon research lab
Our Journey

From first principles to the complete stack

2024
Founded
Six researchers. One conviction.
2024
First Paper
Alignment at scale — published.
2025
Series A
Backed to build what matters.
2026
Odyssey
Frontier AGI ships.
2027
Object Class IoT
Perception at the edge.
2028
Oracle Class Silicon
Purpose-built silicon ships.
The Stack Is Being Built

The intelligence. The perception. The silicon. One company.

We're building the entire intelligence stack — from frontier AGI to custom silicon. If that's the kind of problem that keeps you up at night, we should talk.

Apply for accessJoin the teamRead our research