Intelligent Systems.

We build intelligent systems across Robotics and Software Development — from autonomous machines and simulation environments to AI-powered software and digital platforms.

Explore our work → Work with us
BooksLong-form material covering robotics, machine learning, software, and engineering Open SourceOpen-source projects, libraries, and technical resources from Shannon.

About Shannon

FOCUS 01 — 02
01

ROBOTICS

01

Advanced Robotics

We build robotic systems using simulation, perception, learning, and control.

  • Simulation
  • Robot Learning & Autonomy
  • Perception & Control
Explore Robotics →
02

SOFTWARE DEVELOPMENT

02

Software Development

We build software products, AI applications, and digital systems for real-world needs.

  • Software & Web Applications
  • AI & Automation
  • Data & Platforms
Explore Software →
HOW WE WORK 01Understand the problem 02Explore through research & prototypes 03Engineer reliable systems 04Deploy into real-world use 05Evolve from the system & users
01 CAPABILITIES BY DISCIPLINE

We build things that work.

R.01

Virtual Sensing

Simulated sensor streams and digital-twin environments that let robots learn to sense before touching the real world.

R.02

Feedback Systems

Closed-loop feedback architectures — state estimation, observer design, and adaptive control — that keep robots stable under uncertainty.

R.03

Sensor Fusion

Multi-modal perception pipelines — LiDAR, depth cameras, IMUs, force-torque — fused into a coherent world model for decision-making.

R.04

Environment Mapping

Occupancy grids, point-cloud reconstruction, and probabilistic localization that give robots a live spatial understanding of dynamic environments.

R.05

Motion & Control

Trajectory generation, whole-body control, and compliant motion planners that operate reliably in contact-rich, force-sensitive settings.

R.06

Integrated Autonomy

End-to-end sensing-to-action loops — from perception and feedback through decision-making — engineered for real-world robot deployments.

02 PRODUCTS OCT / CND / AGD

Selected Work

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OCT.01 · OPEN SOURCE

OctoMap Rust

Pure-Rust port of OctoMap C++ 1.10.0 — 3D occupancy mapping with no unsafe code, no C++ toolchain, and byte-identical .bt/.ot file compatibility.

View on GitHub
C.01

100% safe Rust — zero unsafe blocks

C.02

Byte-identical .bt / .ot file compatibility with C++ 1.10.0

C.03

No C++ toolchain required — pure cargo build

C.04

Apache 2.0 licensed · open source

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CND.02 · OPEN SOURCE

Candi Recon

End-to-end Rust demo of octo_map_rust: a MuJoCo drone orbits a temple, renders depth frames, and reconstructs a 3D occupancy map — rendering, mapping, and visualisation all in Rust.

View on GitHub
C.01

MuJoCo physics simulation for drone flight path

C.02

Depth-frame rendering and point-cloud extraction

C.03

3D occupancy reconstruction via octo_map_rust

C.04

Apache 2.0 licensed · open source

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AGD.03 · EXPERIMENTAL

Shannon Autograd

A differentiable GPU computing SDK in Rust. Kernels are ordinary Rust functions compiled ahead-of-time to PTX and to a rayon CPU backend from the same source, with reverse-mode autodiff over a tape of launches — including gradients through spatial queries via the envelope theorem.

View on GitHub
C.01

One kernel source, two backends — same Rust body runs on GPU (PTX) and CPU (rayon)

C.02

Reverse-mode autodiff through a tape of GPU launches, not array primitives

C.03

Gradients through BVH spatial queries — shape fitting in 1.08 s wall time

C.04

Apache 2.0 licensed · ~9,200 lines of Rust · experimental

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SEN.03 · ACTIVE

Shannon Sentinel

An agentic security operations center. AI agents triage alerts, run investigations, and file audit-ready reports under governed autonomy — around the clock.

Request a demo
C.01

AI agents triage, investigate, and close alerts — 24/7, no human in the loop

C.02

Governed autonomy — every action logged, every escalation auditable

C.03

Plugs into existing SIEM/SOAR tooling — Splunk, Sentinel, CrowdStrike

C.04

Human-on-the-loop: override any decision, replay any investigation

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SCT.04 · BETA

Shannon Scout

An AI recruiter that sits in on every interview. It transcribes and scores the conversation as it happens — in Bahasa Indonesia and English, code-switching included — then hands you a ranked shortlist with the reasoning attached.

Request a demo
C.01

Bilingual transcription — Bahasa, English, code-switches included

C.02

Live interview room with real-time speech and key-term detection

C.03

Candidate ranking scored straight from the transcript, timestamped

C.04

Every decision logged — a tamper-evident audit trail

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FCT.05 · IN BUILD

Shannon Factory

A company staffed by AI agents — a CEO, a PM, an engineering lead, a designer — each with a role, a budget, and a place in the org chart. When an agent asks for more than it's allowed to spend, the work stops until a human decides.

Request a demo
C.01

An actual org chart — agents report upward, each owns a share of the sprint

C.02

Budget is a hard ceiling — no agent approves its own raise

C.03

One human decision unblocks the whole stalled team

C.04

Every action logged to Activity — who approved, and when

01 / 05
03 OUR LIBRARY OPEN ACCESS

Explore Our Work.

Explore the books, research, and open-source work behind what we build at Shannon.

LIB.01 BooksLONG-FORM
SHANNON PRESS Full catalogue ↗

Coming SoonBook

COMING SOON

Probabilistic Robotics via RustBook

Probabilistic Robotics via Rust

Reinforcement Learning for RoboticsBook

Reinforcement Learning for Robotics

Coming SoonBook

COMING SOON

Coming SoonBook

COMING SOON
LIB.02 Open SourceREPOS · DOCS
LIB.03 PublicationsPAPERS · NOTES
PEER-REVIEWED & WRITTEN IN THE OPEN All publications ↗
04 VENTURE NETWORK BOHRLABS.ID

Part of Bohr Labs

Bohr Labs

Shannon is built inside Bohr Labs, a deep-tech venture builder — sharing a Rust-powered infrastructure core with its sibling companies.

bohrlabs.id →
SH Shannon Dynamics Simulation-first robotics — digital twins, RL at scale, embodied autonomy. YOU ARE HERE
RA RantAI Enterprise AI products — production-grade agentic platforms for government and enterprise. ↗ GA Gaussian AI-powered digital twin platform for manufacturing and real-world operations. ↗ DR Dirac Agentic publisher — AI-powered books at scale, shaped by human editors. ↗