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PART OF LAND INTELLIGENCE Β· LOCAL AI Β· COMING SOON

Steward OS

The operating system for resilient properties

A local-first AI system designed to help people understand, manage, automate, and improve the places they care for. It combines a local AI knowledge bank with property sensors, automation, resource management, and decentralized communication between nearby Steward OS systems.

Your property data stays local. The system continues operating without an Internet connection.

Currently in development Β· Expandable platform designed to grow with the property

Powered by the property. Connected when you need it. Independent when you don’t.

Local intelligence for the land you care for

Steward OS turns understanding into continuous operation β€” private by design, useful offline, and ready for the real world of remote properties, outages, and changing conditions.

Most software assumes the Internet is always available and that your data belongs in someone else’s cloud. Steward OS starts from the opposite assumption.

Core intelligence, the Civilizational Knowledge and Permaculture libraries, property data, sensors, and automation all run locally. Optional connectivity lets you reach online services, receive updates, or join wider networks when it is useful β€” without becoming dependent on them.

A short Resilience Quiz is a useful first pass on household and property readiness β€” the same continuity questions Steward OS is built to answer every day. Both the quiz and the libraries live under Resources.

The same philosophy applies to energy: every tier is designed for solar-powered, battery-backed operation so the system remains useful when the grid or Internet is not.

Local AI & Knowledge

Property-specific intelligence plus the Civilizational Knowledge and Permaculture Knowledge libraries, running entirely on-site.

Sensors & Automation

Environmental monitoring, equipment awareness, irrigation, pumps, vents, and actuators.

Mesh & Continuity

Peer-to-peer links between nearby properties. Core functions survive Internet and grid disruptions.

Knowledge bank. This is a carefully curated collection of publicly available archives, plus the permaculture curriculum Steward OS includes as its land-design corpus. Preference is given to open and public-domain material that can legally be archived offline. Steward OS uses items from the Civilizational Knowledge and Permaculture libraries only when the license allows commercial use. Always check the original source for the latest information and terms of use.

Three tiers. One architecture.

Coming soon. These are not small, medium, and large computers β€” they are levels of local autonomy. Start where you are and expand sensors, storage, automation, compute, and neighboring nodes over time.

Local

For homes, cabins, and smaller properties.

Understand my property.

Property

For farms, homesteads, greenhouses, and larger rural sites.

Manage my property.

Hub

For large operations and connected rural communities.

Coordinate my property and connect it with others.
Steward OS Local Steward OS Property Steward OS Hub
Compute platform NVIDIA Jetson Orin Nano Super NVIDIA Jetson Orin NX 16GB NVIDIA Jetson AGX Orin 64GB
GPU 1,024-core NVIDIA Ampere 1,024-core NVIDIA Ampere 2,048-core NVIDIA Ampere
Tensor Cores 32 32 64
AI performance Up to 67 INT8 TOPS Up to 157 INT8 TOPS Up to 275 INT8 TOPS
System memory 8 GB LPDDR5 16 GB LPDDR5 64 GB LPDDR5
CPU 6-core Arm Cortex-A78AE 8-core Arm Cortex-A78AE 12-core Arm Cortex-A78AE
Power envelope 7–25 W 10–25 W 15–60 W
Local AI Small local models Advanced local models Large local models + specialized AI
Computer vision Basic Multi-camera Advanced multi-camera
Knowledge storage 2–4 TB 8–20 TB 20–40+ TB, expandable
Local knowledge bank Reboot Core Expanded Reboot Library Complete Ark Archive
Mesh networking Sensor + nearby nodes Property + nearby properties Multi-property / community mesh
Solar / battery Yes Yes Yes
Satellite Internet Optional Integrated option Integrated gateway

Planned compute platforms use NVIDIA’s current published figures: 67 TOPS for the Orin Nano Super, 157 TOPS for the Orin NX 16GB, and 275 TOPS for the AGX Orin 64GB, with the memory and power envelopes above. Exact module selection stays flexible as hardware evolves before launch.

Understand

Steward OS Local

A compact, highly efficient AI computer for homes, cabins, and smaller properties β€” designed to run continuously from a small solar-and-battery system.

Jetson Orin Nano Super Β· 7–25 W Β· 8 GB

It can run

  • Local conversational AI
  • Knowledge-bank search
  • Basic computer vision
  • Property monitoring and sensor processing
  • Weather analysis
  • Basic automation and irrigation
  • Daily property reports
  • Low-power mesh communications
  • Optional Internet / satellite connectivity
Coordinate

Steward OS Hub

Substantially more memory and AI compute for large properties, agricultural operations, and connected rural communities.

Jetson AGX Orin 64GB Β· 15–60 W Β· 64 GB

It can run

  • Large local language models
  • Vision-language models and specialized AI
  • Advanced multi-camera computer vision
  • Large sensor networks and simultaneous workloads
  • Property-scale forecasting
  • Energy and microgrid optimization
  • Community resource coordination
  • Distributed knowledge sharing and mesh coordination

Same architecture on every tier: local AI + knowledge bank + sensors + actuators + mesh + solar/battery + optional satellite Internet. Add capacity instead of replacing the system.

A network of Steward nodes

Steward OS is designed from the beginning to work peer-to-peer. Nearby properties can communicate directly through local mesh networks without requiring a centralized cloud service.

Always kept local

  • Private household data
  • Financial information
  • Security systems
  • Detailed property internals
  • Personal communications
  • Owner identity & access controls

The result is a network where properties can cooperate without surrendering control of their data.

Built for continuity

Every Steward OS system is designed around a simple principle: the technology should remain useful when circumstances change.

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Local AI
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Knowledge bank
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Sensors
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Actuators
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Mesh
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Solar / battery

The system can use the Internet when it is available β€” but it doesn’t need the Internet to understand your property or operate its core functions.

Connected when you want it. Independent when you need it.

Satellite Internet provides global connectivity; mesh provides local connectivity. Steward OS works with either β€” or neither.

All systems

  • Local offline operation β€” core functions continue without Internet
  • Wi-Fi and Ethernet for local property networking
  • Long-range low-power mesh for sensors and nearby nodes
  • Satellite Internet ready β€” connectivity in remote locations
  • Optional cellular connectivity where available
  • Internet-based updates and services when connected

Local & Property

  • Wi-Fi / Ethernet
  • Long-range sensor connectivity
  • Optional satellite Internet
  • Property-wide networking (Property tier)
  • Long-range mesh between nodes
  • Optional cellular backup

Hub

  • Multi-property mesh networking
  • High-bandwidth local networking
  • Satellite Internet gateway
  • Optional cellular and other WAN links
  • Can provide Internet to the local property or community network

Steward OS can connect through terrestrial broadband, cellular networks, or satellite Internet. Its core intelligence, knowledge, property data, and automation remain local β€” so loss of Internet connectivity does not mean loss of your operating system.

Powered by the property

Every Steward OS tier is designed for solar-powered, battery-backed operation. Energy is not an afterthought β€” it is a first-class part of the system.

Power & Energy Capabilities

  • Solar PV integration
  • Battery storage integration
  • Charge controller and inverter monitoring
  • Real-time energy production and consumption
  • Battery state-of-charge monitoring
  • Automatic load prioritization
  • Energy-aware AI operation
  • Low-power standby modes
  • Optional grid connection
  • Automatic operation during grid outages
  • Optional generator integration
  • Energy optimization across property systems

By tier

  • Local β€” Solar and battery compatible, energy monitoring, low-power AI, prioritization of essential loads, optional grid or generator backup
  • Property β€” Full solar/battery integration, property-wide monitoring, load management, greenhouse and irrigation energy optimization, battery-aware scheduling, AI-assisted energy forecasting
  • Hub β€” Multi-building energy management, solar generation forecasting, battery and microgrid management, intelligent load balancing, optional community microgrid integration, multiple generation sources

Energy-aware intelligence

Steward OS doesn’t simply monitor energy β€” it can adapt its behavior to available energy.

When power is abundant

The system can prioritize flexible workloads such as:

  • Water pumping
  • Battery charging
  • Irrigation
  • Greenhouse heating / cooling
  • Water heating
  • Food processing
  • Compute-intensive AI tasks
  • Data archival and synchronization

When energy is scarce

Steward OS automatically prioritizes critical property functions and reduces non-essential consumption. The solar system and AI become one integrated resource-management system rather than two separate products.

Load priority hierarchy

  1. Essential property loads
  2. Battery reserve
  3. Productive property loads
  4. Compute for revenue
  5. Optional discretionary loads

Energy-aware compute

When the property is generating more electricity than it can use β€” and the batteries are fully charged β€” Steward OS can put otherwise idle computing capacity to work.

Turn surplus energy into useful work

The system can automatically evaluate available compute opportunities and prioritize those with the best expected return, subject to the owner’s rules.

  • AI and GPU compute
  • Distributed scientific computing
  • Rendering and other batch workloads
  • Data-processing jobs
  • Cryptocurrency mining (including Bitcoin where appropriate)
  • Other permissioned compute marketplaces

How decisions are made

Steward OS considers available solar power β†’ battery state β†’ property demand β†’ compute requirements β†’ expected revenue β†’ equipment limits before starting a workload.

When energy demand increases, the system automatically reduces or stops discretionary computing and returns capacity to the property. Essential functions and battery reserves always come first.

Coming soon

Steward OS is currently in development. The first systems will introduce local AI, the Civilizational Knowledge and Permaculture Knowledge libraries, property sensing, automation, and decentralized communication in an expandable platform designed to grow with the property.

Start with a free Land Intelligence report to understand your property. Steward OS is the living operating system that will bring that understanding online β€” and keep it online even when the wider world is not.

Generate My Free Land Report