sentientsystems.space — Autonomous OS v0.1

Autonomous
Energy
Grids.
Designed for
civilizations.

A fully autonomous operating system for microgrids — built on hierarchical reinforcement learning, real-time fault tolerance, and architecture that scales to the stars.

Explore the OS Request Access →
Hierarchical RL Model Predictive Control Digital Twin Sync Fault Detection & Recovery Zero-Trust Architecture Control Barrier Functions Encrypted Control Plane BESS Management Multi-Agent Coordination Cyber-Physical Hardening Hierarchical RL Model Predictive Control Digital Twin Sync Fault Detection & Recovery Zero-Trust Architecture Control Barrier Functions Encrypted Control Plane BESS Management Multi-Agent Coordination Cyber-Physical Hardening

What is SentientSystems OS

A brain for
your microgrid

Traditional SCADA systems react. SentientSystems OS anticipates.

Using a hierarchical reinforcement learning core, the OS learns the dynamics of your grid and acts autonomously to optimise yield, protect assets, and restore stability — without human intervention.

GRID OS — ARCHITECTURE v1.0 AUTONOMOUS CORE RL AGENTIC CORE REAL-TIME DISPATCH HYDRO POWER GEN · AC/DC LOADS RESIDENTIAL · COMM DATA CENTERS HPC · AI INFRA BESS BATTERY STORAGE EV FLEET V2G · CHARGE POWER PLANT GEN · AC MICRO GRID DER · MESH LEGEND Generation Storage Load

OS Capabilities

⚡

Hierarchical RL Core

SAC · TD3 · HRL
🛡

Hard Safety Layer

CBF · Constrained RL
🔮

World Model Planning

Dreamer · RSSM
🔁

Self-Healing FDIR

Fault tolerance · FDIR
🌐

Digital Twin Sync

OpenModelica · Ditto
🤝

Multi-Agent Swarm

MAPPO · QMIX · CTDE

Safeguarding & Security

Defended at every layer

🔐

Zero-Trust Control Plane

mTLS · SPIFFE/SPIRE
🧬

Firmware Attestation

TPM 2.0 · Secure boot · IMA
🤖

AI Policy Safeguards

CBF · Lyapunov · Formal verification
⚔️

Adversarial Hardening

FDIA detection · Anomaly isolation

Architecture

Five-layer OS stack

Mission
Objective engine
Operator interface
Autonomy
RL agent (HRL)
World model
Safety filter
Security
Zero-trust auth
Anomaly detection
Attestation
Control
Scheduler / MPC
Fault manager
State estimator
Physical
Power fabric
Sensors / actuators
Edge compute
Comms
Inter-node
DDS middleware

Your grid.
Autonomous.
Secured.

Request access. Shape the standard. Defend the future.

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sentientsystems.space