@Sampo-AI-OS

Sampo AI OS

Autonomous multi-agent digital office for building software solutions.
README.md

Sampo AI OS

Sampo AI OS is an autonomous multi-agent AI operating system.

It operates as a digital office for identifying opportunities, shaping technical blueprints, building software solutions, and coordinating specialized AI personnel through a structured agent-driven pipeline.

The system is not limited to one fixed internal team. Its agent workforce can be changed, expanded, or reconfigured to match different domains, industries, and operating needs.

It is also built around a local-model-first operating approach, giving the system stronger control, privacy, operational independence, and reduced dependence on external AI API providers.

This GitHub presence is the public-facing showcase of that work.

The repositories published here should be understood as curated products created within the Sampo AI OS environment, not as the full internal platform itself.

Sampo AI OS Store UI

What You Will Find Here

  • public showcase products developed within Sampo AI OS
  • curated technical repositories with strong README and demo paths
  • selected documentation, tests, and media assets
  • platform-aligned product outputs rather than raw working directories

How To Read These Repositories

Each repository here represents a solution created inside the broader Sampo AI OS digital office.

That means:

  • the repository is real and technically meaningful
  • the public edition is intentionally curated
  • some internal orchestration, blueprinting, and autonomous production mechanisms remain private by design

Why This Exists

The purpose of this GitHub organization is to show what Sampo AI OS can produce.

Rather than exposing the full internal production system, the public layer focuses on outcomes:

  • products
  • demos
  • architecture
  • execution quality
  • documentation

Current Showcase Direction

The repositories here are solutions produced within the Sampo AI OS environment.

Example framing:

  • AI Ethics OS is a public showcase product developed within Sampo AI OS
  • DAO Hub is the flagship orchestration repository for the wider ecosystem
  • Wave 1 satellites are live: DAO Ethics Engine, DAO Supply Chain Ledger, DAO Digital Twin Bridge
  • Wave 2 satellites are live: DAO Emerging Market Analytics, DAO Mining ESG Monitor, DAO Renewable Energy Trading
  • Wave 3 satellites are live: DAO Geopolitical Risk Scrambler, DAO Climate Governance, DAO Gold Market Intelligence
  • Wave 4 satellites are live: DAO Quantum Identity, DAO DRES

Current DAO Ecosystem Releases

The DAO Hub ecosystem now has a public hub-and-spokes structure in GitHub.

  • DAO Hub as the flagship governance and orchestration center
  • DAO Ethics Engine as the consensus and ethics node
  • DAO Supply Chain Ledger as the provenance and audit node
  • DAO Digital Twin Bridge as the industrial telemetry node
  • DAO Emerging Market Analytics as the portfolio and market analytics node
  • DAO Mining ESG Monitor as the mining ESG and compliance node
  • DAO Renewable Energy Trading as the energy-market and optimization node
  • DAO Geopolitical Risk Scrambler as the geopolitical and supply-chain intelligence node
  • DAO Climate Governance as the climate-policy and governance intelligence node
  • DAO Gold Market Intelligence as the gold-market forecasting and allocation node
  • DAO Quantum Identity as the trust, credential, and identity node
  • DAO DRES as the distributed resilience and energy operations suite

Visual Direction

The Innovation Store view from the Sampo AI OS front-end is not just a future vision image. It is a working front-end view of the system, where descriptions of Sampo-created work are surfaced and documented as part of the operating environment.

That makes it a strong header or social-preview direction because it reinforces that this organization represents a real AI OS with a functioning interface for managing solution outputs.

One-Sentence Positioning

Sampo AI OS is the digital office and AI operating system; the repositories here are its curated public products.

Pinned Loading

  1. ai-ethics-osai-ethics-osPublic

    EU AI Act compliance assessment platform developed within Sampo AI OS.

    Python

  2. fractal-scopefractal-scopePublic

    Material pore analysis platform for fractal-dimension estimation from SEM and related microstructure images.

    HTML

  3. dao-hubdao-hubPublic

    JavaScript

  4. dao-renewable-energy-tradingdao-renewable-energy-tradingPublic

    Python

  5. dao-geopolitical-risk-scramblerdao-geopolitical-risk-scramblerPublic

    Python

  6. dao-ethics-enginedao-ethics-enginePublic

    Python

Repositories

Showing 10 of 16 repositories
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People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
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}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
@Sampo-AI-OS

Sampo AI OS

Autonomous multi-agent digital office for building software solutions.
README.md
Sampo AI OS
Sampo AI OS is an autonomous multi-agent AI operating system.
It operates as a digital office for identifying opportunities, shaping technical blueprints, building software solutions, and coordinating specialized AI personnel through a structured agent-driven pipeline.
The system is not limited to one fixed internal team. Its agent workforce can be changed, expanded, or reconfigured to match different domains, industries, and operating needs.
It is also built around a local-model-first operating approach, giving the system stronger control, privacy, operational independence, and reduced dependence on external AI API providers.
This GitHub presence is the public-facing showcase of that work.
The repositories published here should be understood as curated products created within the Sampo AI OS environment, not as the full internal platform itself.
Sampo AI OS Store UI
What You Will Find Here
  • public showcase products developed within Sampo AI OS
  • curated technical repositories with strong README and demo paths
  • selected documentation, tests, and media assets
  • platform-aligned product outputs rather than raw working directories
How To Read These Repositories
Each repository here represents a solution created inside the broader Sampo AI OS digital office.
That means:
  • the repository is real and technically meaningful
  • the public edition is intentionally curated
  • some internal orchestration, blueprinting, and autonomous production mechanisms remain private by design
Why This Exists
The purpose of this GitHub organization is to show what Sampo AI OS can produce.
Rather than exposing the full internal production system, the public layer focuses on outcomes:
  • products
  • demos
  • architecture
  • execution quality
  • documentation
Current Showcase Direction
The repositories here are solutions produced within the Sampo AI OS environment.
Example framing:
  • AI Ethics OS is a public showcase product developed within Sampo AI OS
  • DAO Hub is the flagship orchestration repository for the wider ecosystem
  • Wave 1 satellites are live: DAO Ethics Engine, DAO Supply Chain Ledger, DAO Digital Twin Bridge
  • Wave 2 satellites are live: DAO Emerging Market Analytics, DAO Mining ESG Monitor, DAO Renewable Energy Trading
  • Wave 3 satellites are live: DAO Geopolitical Risk Scrambler, DAO Climate Governance, DAO Gold Market Intelligence
  • Wave 4 satellites are live: DAO Quantum Identity, DAO DRES
Current DAO Ecosystem Releases
The DAO Hub ecosystem now has a public hub-and-spokes structure in GitHub.
  • DAO Hub as the flagship governance and orchestration center
  • DAO Ethics Engine as the consensus and ethics node
  • DAO Supply Chain Ledger as the provenance and audit node
  • DAO Digital Twin Bridge as the industrial telemetry node
  • DAO Emerging Market Analytics as the portfolio and market analytics node
  • DAO Mining ESG Monitor as the mining ESG and compliance node
  • DAO Renewable Energy Trading as the energy-market and optimization node
  • DAO Geopolitical Risk Scrambler as the geopolitical and supply-chain intelligence node
  • DAO Climate Governance as the climate-policy and governance intelligence node
  • DAO Gold Market Intelligence as the gold-market forecasting and allocation node
  • DAO Quantum Identity as the trust, credential, and identity node
  • DAO DRES as the distributed resilience and energy operations suite
Visual Direction
The Innovation Store view from the Sampo AI OS front-end is not just a future vision image. It is a working front-end view of the system, where descriptions of Sampo-created work are surfaced and documented as part of the operating environment.
That makes it a strong header or social-preview direction because it reinforces that this organization represents a real AI OS with a functioning interface for managing solution outputs.
One-Sentence Positioning
Sampo AI OS is the digital office and AI operating system; the repositories here are its curated public products.

Pinned
Loading
  1. ai-ethics-osai-ethics-osPublic
    
EU AI Act compliance assessment platform developed within Sampo AI OS.

    Python
  2. fractal-scopefractal-scopePublic
    
Material pore analysis platform for fractal-dimension estimation from SEM and related microstructure images.

    HTML
  3. dao-hubdao-hubPublic
    JavaScript
  4. dao-renewable-energy-tradingdao-renewable-energy-tradingPublic
    Python
  5. dao-geopolitical-risk-scramblerdao-geopolitical-risk-scramblerPublic
    Python
  6. dao-ethics-enginedao-ethics-enginePublic
    Python

Repositories

Showing 10 of 16 repositories
View all repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
@Sampo-AI-OS

Sampo AI OS

Autonomous multi-agent digital office for building software solutions.
README.md
Sampo AI OS
Sampo AI OS is an autonomous multi-agent AI operating system.
It operates as a digital office for identifying opportunities, shaping technical blueprints, building software solutions, and coordinating specialized AI personnel through a structured agent-driven pipeline.
The system is not limited to one fixed internal team. Its agent workforce can be changed, expanded, or reconfigured to match different domains, industries, and operating needs.
It is also built around a local-model-first operating approach, giving the system stronger control, privacy, operational independence, and reduced dependence on external AI API providers.
This GitHub presence is the public-facing showcase of that work.
The repositories published here should be understood as curated products created within the Sampo AI OS environment, not as the full internal platform itself.
Sampo AI OS Store UI
What You Will Find Here
  • public showcase products developed within Sampo AI OS
  • curated technical repositories with strong README and demo paths
  • selected documentation, tests, and media assets
  • platform-aligned product outputs rather than raw working directories
How To Read These Repositories
Each repository here represents a solution created inside the broader Sampo AI OS digital office.
That means:
  • the repository is real and technically meaningful
  • the public edition is intentionally curated
  • some internal orchestration, blueprinting, and autonomous production mechanisms remain private by design
Why This Exists
The purpose of this GitHub organization is to show what Sampo AI OS can produce.
Rather than exposing the full internal production system, the public layer focuses on outcomes:
  • products
  • demos
  • architecture
  • execution quality
  • documentation
Current Showcase Direction
The repositories here are solutions produced within the Sampo AI OS environment.
Example framing:
  • AI Ethics OS is a public showcase product developed within Sampo AI OS
  • DAO Hub is the flagship orchestration repository for the wider ecosystem
  • Wave 1 satellites are live: DAO Ethics Engine, DAO Supply Chain Ledger, DAO Digital Twin Bridge
  • Wave 2 satellites are live: DAO Emerging Market Analytics, DAO Mining ESG Monitor, DAO Renewable Energy Trading
  • Wave 3 satellites are live: DAO Geopolitical Risk Scrambler, DAO Climate Governance, DAO Gold Market Intelligence
  • Wave 4 satellites are live: DAO Quantum Identity, DAO DRES
Current DAO Ecosystem Releases
The DAO Hub ecosystem now has a public hub-and-spokes structure in GitHub.
  • DAO Hub as the flagship governance and orchestration center
  • DAO Ethics Engine as the consensus and ethics node
  • DAO Supply Chain Ledger as the provenance and audit node
  • DAO Digital Twin Bridge as the industrial telemetry node
  • DAO Emerging Market Analytics as the portfolio and market analytics node
  • DAO Mining ESG Monitor as the mining ESG and compliance node
  • DAO Renewable Energy Trading as the energy-market and optimization node
  • DAO Geopolitical Risk Scrambler as the geopolitical and supply-chain intelligence node
  • DAO Climate Governance as the climate-policy and governance intelligence node
  • DAO Gold Market Intelligence as the gold-market forecasting and allocation node
  • DAO Quantum Identity as the trust, credential, and identity node
  • DAO DRES as the distributed resilience and energy operations suite
Visual Direction
The Innovation Store view from the Sampo AI OS front-end is not just a future vision image. It is a working front-end view of the system, where descriptions of Sampo-created work are surfaced and documented as part of the operating environment.
That makes it a strong header or social-preview direction because it reinforces that this organization represents a real AI OS with a functioning interface for managing solution outputs.
One-Sentence Positioning
Sampo AI OS is the digital office and AI operating system; the repositories here are its curated public products.

Pinned
Loading
  1. ai-ethics-osai-ethics-osPublic
    
EU AI Act compliance assessment platform developed within Sampo AI OS.

    Python
  2. fractal-scopefractal-scopePublic
    
Material pore analysis platform for fractal-dimension estimation from SEM and related microstructure images.

    HTML
  3. dao-hubdao-hubPublic
    JavaScript
  4. dao-renewable-energy-tradingdao-renewable-energy-tradingPublic
    Python
  5. dao-geopolitical-risk-scramblerdao-geopolitical-risk-scramblerPublic
    Python
  6. dao-ethics-enginedao-ethics-enginePublic
    Python

Repositories

Showing 10 of 16 repositories
View all repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
@Sampo-AI-OS

Sampo AI OS

Autonomous multi-agent digital office for building software solutions.
README.md
Sampo AI OS
Sampo AI OS is an autonomous multi-agent AI operating system.
It operates as a digital office for identifying opportunities, shaping technical blueprints, building software solutions, and coordinating specialized AI personnel through a structured agent-driven pipeline.
The system is not limited to one fixed internal team. Its agent workforce can be changed, expanded, or reconfigured to match different domains, industries, and operating needs.
It is also built around a local-model-first operating approach, giving the system stronger control, privacy, operational independence, and reduced dependence on external AI API providers.
This GitHub presence is the public-facing showcase of that work.
The repositories published here should be understood as curated products created within the Sampo AI OS environment, not as the full internal platform itself.
Sampo AI OS Store UI
What You Will Find Here
  • public showcase products developed within Sampo AI OS
  • curated technical repositories with strong README and demo paths
  • selected documentation, tests, and media assets
  • platform-aligned product outputs rather than raw working directories
How To Read These Repositories
Each repository here represents a solution created inside the broader Sampo AI OS digital office.
That means:
  • the repository is real and technically meaningful
  • the public edition is intentionally curated
  • some internal orchestration, blueprinting, and autonomous production mechanisms remain private by design
Why This Exists
The purpose of this GitHub organization is to show what Sampo AI OS can produce.
Rather than exposing the full internal production system, the public layer focuses on outcomes:
  • products
  • demos
  • architecture
  • execution quality
  • documentation
Current Showcase Direction
The repositories here are solutions produced within the Sampo AI OS environment.
Example framing:
  • AI Ethics OS is a public showcase product developed within Sampo AI OS
  • DAO Hub is the flagship orchestration repository for the wider ecosystem
  • Wave 1 satellites are live: DAO Ethics Engine, DAO Supply Chain Ledger, DAO Digital Twin Bridge
  • Wave 2 satellites are live: DAO Emerging Market Analytics, DAO Mining ESG Monitor, DAO Renewable Energy Trading
  • Wave 3 satellites are live: DAO Geopolitical Risk Scrambler, DAO Climate Governance, DAO Gold Market Intelligence
  • Wave 4 satellites are live: DAO Quantum Identity, DAO DRES
Current DAO Ecosystem Releases
The DAO Hub ecosystem now has a public hub-and-spokes structure in GitHub.
  • DAO Hub as the flagship governance and orchestration center
  • DAO Ethics Engine as the consensus and ethics node
  • DAO Supply Chain Ledger as the provenance and audit node
  • DAO Digital Twin Bridge as the industrial telemetry node
  • DAO Emerging Market Analytics as the portfolio and market analytics node
  • DAO Mining ESG Monitor as the mining ESG and compliance node
  • DAO Renewable Energy Trading as the energy-market and optimization node
  • DAO Geopolitical Risk Scrambler as the geopolitical and supply-chain intelligence node
  • DAO Climate Governance as the climate-policy and governance intelligence node
  • DAO Gold Market Intelligence as the gold-market forecasting and allocation node
  • DAO Quantum Identity as the trust, credential, and identity node
  • DAO DRES as the distributed resilience and energy operations suite
Visual Direction
The Innovation Store view from the Sampo AI OS front-end is not just a future vision image. It is a working front-end view of the system, where descriptions of Sampo-created work are surfaced and documented as part of the operating environment.
That makes it a strong header or social-preview direction because it reinforces that this organization represents a real AI OS with a functioning interface for managing solution outputs.
One-Sentence Positioning
Sampo AI OS is the digital office and AI operating system; the repositories here are its curated public products.

Pinned
Loading
  1. ai-ethics-osai-ethics-osPublic
    
EU AI Act compliance assessment platform developed within Sampo AI OS.

    Python
  2. fractal-scopefractal-scopePublic
    
Material pore analysis platform for fractal-dimension estimation from SEM and related microstructure images.

    HTML
  3. dao-hubdao-hubPublic
    JavaScript
  4. dao-renewable-energy-tradingdao-renewable-energy-tradingPublic
    Python
  5. dao-geopolitical-risk-scramblerdao-geopolitical-risk-scramblerPublic
    Python
  6. dao-ethics-enginedao-ethics-enginePublic
    Python

Repositories

Showing 10 of 16 repositories
View all repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
@Sampo-AI-OS

Sampo AI OS

Autonomous multi-agent digital office for building software solutions.
README.md
Sampo AI OS
Sampo AI OS is an autonomous multi-agent AI operating system.
It operates as a digital office for identifying opportunities, shaping technical blueprints, building software solutions, and coordinating specialized AI personnel through a structured agent-driven pipeline.
The system is not limited to one fixed internal team. Its agent workforce can be changed, expanded, or reconfigured to match different domains, industries, and operating needs.
It is also built around a local-model-first operating approach, giving the system stronger control, privacy, operational independence, and reduced dependence on external AI API providers.
This GitHub presence is the public-facing showcase of that work.
The repositories published here should be understood as curated products created within the Sampo AI OS environment, not as the full internal platform itself.
Sampo AI OS Store UI
What You Will Find Here
  • public showcase products developed within Sampo AI OS
  • curated technical repositories with strong README and demo paths
  • selected documentation, tests, and media assets
  • platform-aligned product outputs rather than raw working directories
How To Read These Repositories
Each repository here represents a solution created inside the broader Sampo AI OS digital office.
That means:
  • the repository is real and technically meaningful
  • the public edition is intentionally curated
  • some internal orchestration, blueprinting, and autonomous production mechanisms remain private by design
Why This Exists
The purpose of this GitHub organization is to show what Sampo AI OS can produce.
Rather than exposing the full internal production system, the public layer focuses on outcomes:
  • products
  • demos
  • architecture
  • execution quality
  • documentation
Current Showcase Direction
The repositories here are solutions produced within the Sampo AI OS environment.
Example framing:
  • AI Ethics OS is a public showcase product developed within Sampo AI OS
  • DAO Hub is the flagship orchestration repository for the wider ecosystem
  • Wave 1 satellites are live: DAO Ethics Engine, DAO Supply Chain Ledger, DAO Digital Twin Bridge
  • Wave 2 satellites are live: DAO Emerging Market Analytics, DAO Mining ESG Monitor, DAO Renewable Energy Trading
  • Wave 3 satellites are live: DAO Geopolitical Risk Scrambler, DAO Climate Governance, DAO Gold Market Intelligence
  • Wave 4 satellites are live: DAO Quantum Identity, DAO DRES
Current DAO Ecosystem Releases
The DAO Hub ecosystem now has a public hub-and-spokes structure in GitHub.
  • DAO Hub as the flagship governance and orchestration center
  • DAO Ethics Engine as the consensus and ethics node
  • DAO Supply Chain Ledger as the provenance and audit node
  • DAO Digital Twin Bridge as the industrial telemetry node
  • DAO Emerging Market Analytics as the portfolio and market analytics node
  • DAO Mining ESG Monitor as the mining ESG and compliance node
  • DAO Renewable Energy Trading as the energy-market and optimization node
  • DAO Geopolitical Risk Scrambler as the geopolitical and supply-chain intelligence node
  • DAO Climate Governance as the climate-policy and governance intelligence node
  • DAO Gold Market Intelligence as the gold-market forecasting and allocation node
  • DAO Quantum Identity as the trust, credential, and identity node
  • DAO DRES as the distributed resilience and energy operations suite
Visual Direction
The Innovation Store view from the Sampo AI OS front-end is not just a future vision image. It is a working front-end view of the system, where descriptions of Sampo-created work are surfaced and documented as part of the operating environment.
That makes it a strong header or social-preview direction because it reinforces that this organization represents a real AI OS with a functioning interface for managing solution outputs.
One-Sentence Positioning
Sampo AI OS is the digital office and AI operating system; the repositories here are its curated public products.

Pinned
Loading
  1. ai-ethics-osai-ethics-osPublic
    
EU AI Act compliance assessment platform developed within Sampo AI OS.

    Python
  2. fractal-scopefractal-scopePublic
    
Material pore analysis platform for fractal-dimension estimation from SEM and related microstructure images.

    HTML
  3. dao-hubdao-hubPublic
    JavaScript
  4. dao-renewable-energy-tradingdao-renewable-energy-tradingPublic
    Python
  5. dao-geopolitical-risk-scramblerdao-geopolitical-risk-scramblerPublic
    Python
  6. dao-ethics-enginedao-ethics-enginePublic
    Python

Repositories

Showing 10 of 16 repositories
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
@Sampo-AI-OS

Sampo AI OS

Autonomous multi-agent digital office for building software solutions.
README.md
Sampo AI OS
Sampo AI OS is an autonomous multi-agent AI operating system.
It operates as a digital office for identifying opportunities, shaping technical blueprints, building software solutions, and coordinating specialized AI personnel through a structured agent-driven pipeline.
The system is not limited to one fixed internal team. Its agent workforce can be changed, expanded, or reconfigured to match different domains, industries, and operating needs.
It is also built around a local-model-first operating approach, giving the system stronger control, privacy, operational independence, and reduced dependence on external AI API providers.
This GitHub presence is the public-facing showcase of that work.
The repositories published here should be understood as curated products created within the Sampo AI OS environment, not as the full internal platform itself.
Sampo AI OS Store UI
What You Will Find Here
  • public showcase products developed within Sampo AI OS
  • curated technical repositories with strong README and demo paths
  • selected documentation, tests, and media assets
  • platform-aligned product outputs rather than raw working directories
How To Read These Repositories
Each repository here represents a solution created inside the broader Sampo AI OS digital office.
That means:
  • the repository is real and technically meaningful
  • the public edition is intentionally curated
  • some internal orchestration, blueprinting, and autonomous production mechanisms remain private by design
Why This Exists
The purpose of this GitHub organization is to show what Sampo AI OS can produce.
Rather than exposing the full internal production system, the public layer focuses on outcomes:
  • products
  • demos
  • architecture
  • execution quality
  • documentation
Current Showcase Direction
The repositories here are solutions produced within the Sampo AI OS environment.
Example framing:
  • AI Ethics OS is a public showcase product developed within Sampo AI OS
  • DAO Hub is the flagship orchestration repository for the wider ecosystem
  • Wave 1 satellites are live: DAO Ethics Engine, DAO Supply Chain Ledger, DAO Digital Twin Bridge
  • Wave 2 satellites are live: DAO Emerging Market Analytics, DAO Mining ESG Monitor, DAO Renewable Energy Trading
  • Wave 3 satellites are live: DAO Geopolitical Risk Scrambler, DAO Climate Governance, DAO Gold Market Intelligence
  • Wave 4 satellites are live: DAO Quantum Identity, DAO DRES
Current DAO Ecosystem Releases
The DAO Hub ecosystem now has a public hub-and-spokes structure in GitHub.
  • DAO Hub as the flagship governance and orchestration center
  • DAO Ethics Engine as the consensus and ethics node
  • DAO Supply Chain Ledger as the provenance and audit node
  • DAO Digital Twin Bridge as the industrial telemetry node
  • DAO Emerging Market Analytics as the portfolio and market analytics node
  • DAO Mining ESG Monitor as the mining ESG and compliance node
  • DAO Renewable Energy Trading as the energy-market and optimization node
  • DAO Geopolitical Risk Scrambler as the geopolitical and supply-chain intelligence node
  • DAO Climate Governance as the climate-policy and governance intelligence node
  • DAO Gold Market Intelligence as the gold-market forecasting and allocation node
  • DAO Quantum Identity as the trust, credential, and identity node
  • DAO DRES as the distributed resilience and energy operations suite
Visual Direction
The Innovation Store view from the Sampo AI OS front-end is not just a future vision image. It is a working front-end view of the system, where descriptions of Sampo-created work are surfaced and documented as part of the operating environment.
That makes it a strong header or social-preview direction because it reinforces that this organization represents a real AI OS with a functioning interface for managing solution outputs.
One-Sentence Positioning
Sampo AI OS is the digital office and AI operating system; the repositories here are its curated public products.

Pinned
Loading
  1. ai-ethics-osai-ethics-osPublic
    
EU AI Act compliance assessment platform developed within Sampo AI OS.

    Python
  2. fractal-scopefractal-scopePublic
    
Material pore analysis platform for fractal-dimension estimation from SEM and related microstructure images.

    HTML
  3. dao-hubdao-hubPublic
    JavaScript
  4. dao-renewable-energy-tradingdao-renewable-energy-tradingPublic
    Python
  5. dao-geopolitical-risk-scramblerdao-geopolitical-risk-scramblerPublic
    Python
  6. dao-ethics-enginedao-ethics-enginePublic
    Python

Repositories

Showing 10 of 16 repositories
View all repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
@Sampo-AI-OS

Sampo AI OS

Autonomous multi-agent digital office for building software solutions.
README.md
Sampo AI OS
Sampo AI OS is an autonomous multi-agent AI operating system.
It operates as a digital office for identifying opportunities, shaping technical blueprints, building software solutions, and coordinating specialized AI personnel through a structured agent-driven pipeline.
The system is not limited to one fixed internal team. Its agent workforce can be changed, expanded, or reconfigured to match different domains, industries, and operating needs.
It is also built around a local-model-first operating approach, giving the system stronger control, privacy, operational independence, and reduced dependence on external AI API providers.
This GitHub presence is the public-facing showcase of that work.
The repositories published here should be understood as curated products created within the Sampo AI OS environment, not as the full internal platform itself.
Sampo AI OS Store UI
What You Will Find Here
  • public showcase products developed within Sampo AI OS
  • curated technical repositories with strong README and demo paths
  • selected documentation, tests, and media assets
  • platform-aligned product outputs rather than raw working directories
How To Read These Repositories
Each repository here represents a solution created inside the broader Sampo AI OS digital office.
That means:
  • the repository is real and technically meaningful
  • the public edition is intentionally curated
  • some internal orchestration, blueprinting, and autonomous production mechanisms remain private by design
Why This Exists
The purpose of this GitHub organization is to show what Sampo AI OS can produce.
Rather than exposing the full internal production system, the public layer focuses on outcomes:
  • products
  • demos
  • architecture
  • execution quality
  • documentation
Current Showcase Direction
The repositories here are solutions produced within the Sampo AI OS environment.
Example framing:
  • AI Ethics OS is a public showcase product developed within Sampo AI OS
  • DAO Hub is the flagship orchestration repository for the wider ecosystem
  • Wave 1 satellites are live: DAO Ethics Engine, DAO Supply Chain Ledger, DAO Digital Twin Bridge
  • Wave 2 satellites are live: DAO Emerging Market Analytics, DAO Mining ESG Monitor, DAO Renewable Energy Trading
  • Wave 3 satellites are live: DAO Geopolitical Risk Scrambler, DAO Climate Governance, DAO Gold Market Intelligence
  • Wave 4 satellites are live: DAO Quantum Identity, DAO DRES
Current DAO Ecosystem Releases
The DAO Hub ecosystem now has a public hub-and-spokes structure in GitHub.
  • DAO Hub as the flagship governance and orchestration center
  • DAO Ethics Engine as the consensus and ethics node
  • DAO Supply Chain Ledger as the provenance and audit node
  • DAO Digital Twin Bridge as the industrial telemetry node
  • DAO Emerging Market Analytics as the portfolio and market analytics node
  • DAO Mining ESG Monitor as the mining ESG and compliance node
  • DAO Renewable Energy Trading as the energy-market and optimization node
  • DAO Geopolitical Risk Scrambler as the geopolitical and supply-chain intelligence node
  • DAO Climate Governance as the climate-policy and governance intelligence node
  • DAO Gold Market Intelligence as the gold-market forecasting and allocation node
  • DAO Quantum Identity as the trust, credential, and identity node
  • DAO DRES as the distributed resilience and energy operations suite
Visual Direction
The Innovation Store view from the Sampo AI OS front-end is not just a future vision image. It is a working front-end view of the system, where descriptions of Sampo-created work are surfaced and documented as part of the operating environment.
That makes it a strong header or social-preview direction because it reinforces that this organization represents a real AI OS with a functioning interface for managing solution outputs.
One-Sentence Positioning
Sampo AI OS is the digital office and AI operating system; the repositories here are its curated public products.

Pinned
Loading
  1. ai-ethics-osai-ethics-osPublic
    
EU AI Act compliance assessment platform developed within Sampo AI OS.

    Python
  2. fractal-scopefractal-scopePublic
    
Material pore analysis platform for fractal-dimension estimation from SEM and related microstructure images.

    HTML
  3. dao-hubdao-hubPublic
    JavaScript
  4. dao-renewable-energy-tradingdao-renewable-energy-tradingPublic
    Python
  5. dao-geopolitical-risk-scramblerdao-geopolitical-risk-scramblerPublic
    Python
  6. dao-ethics-enginedao-ethics-enginePublic
    Python

Repositories

Showing 10 of 16 repositories
View all repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
@Sampo-AI-OS

Sampo AI OS

Autonomous multi-agent digital office for building software solutions.
README.md
Sampo AI OS
Sampo AI OS is an autonomous multi-agent AI operating system.
It operates as a digital office for identifying opportunities, shaping technical blueprints, building software solutions, and coordinating specialized AI personnel through a structured agent-driven pipeline.
The system is not limited to one fixed internal team. Its agent workforce can be changed, expanded, or reconfigured to match different domains, industries, and operating needs.
It is also built around a local-model-first operating approach, giving the system stronger control, privacy, operational independence, and reduced dependence on external AI API providers.
This GitHub presence is the public-facing showcase of that work.
The repositories published here should be understood as curated products created within the Sampo AI OS environment, not as the full internal platform itself.
Sampo AI OS Store UI
What You Will Find Here
  • public showcase products developed within Sampo AI OS
  • curated technical repositories with strong README and demo paths
  • selected documentation, tests, and media assets
  • platform-aligned product outputs rather than raw working directories
How To Read These Repositories
Each repository here represents a solution created inside the broader Sampo AI OS digital office.
That means:
  • the repository is real and technically meaningful
  • the public edition is intentionally curated
  • some internal orchestration, blueprinting, and autonomous production mechanisms remain private by design
Why This Exists
The purpose of this GitHub organization is to show what Sampo AI OS can produce.
Rather than exposing the full internal production system, the public layer focuses on outcomes:
  • products
  • demos
  • architecture
  • execution quality
  • documentation
Current Showcase Direction
The repositories here are solutions produced within the Sampo AI OS environment.
Example framing:
  • AI Ethics OS is a public showcase product developed within Sampo AI OS
  • DAO Hub is the flagship orchestration repository for the wider ecosystem
  • Wave 1 satellites are live: DAO Ethics Engine, DAO Supply Chain Ledger, DAO Digital Twin Bridge
  • Wave 2 satellites are live: DAO Emerging Market Analytics, DAO Mining ESG Monitor, DAO Renewable Energy Trading
  • Wave 3 satellites are live: DAO Geopolitical Risk Scrambler, DAO Climate Governance, DAO Gold Market Intelligence
  • Wave 4 satellites are live: DAO Quantum Identity, DAO DRES
Current DAO Ecosystem Releases
The DAO Hub ecosystem now has a public hub-and-spokes structure in GitHub.
  • DAO Hub as the flagship governance and orchestration center
  • DAO Ethics Engine as the consensus and ethics node
  • DAO Supply Chain Ledger as the provenance and audit node
  • DAO Digital Twin Bridge as the industrial telemetry node
  • DAO Emerging Market Analytics as the portfolio and market analytics node
  • DAO Mining ESG Monitor as the mining ESG and compliance node
  • DAO Renewable Energy Trading as the energy-market and optimization node
  • DAO Geopolitical Risk Scrambler as the geopolitical and supply-chain intelligence node
  • DAO Climate Governance as the climate-policy and governance intelligence node
  • DAO Gold Market Intelligence as the gold-market forecasting and allocation node
  • DAO Quantum Identity as the trust, credential, and identity node
  • DAO DRES as the distributed resilience and energy operations suite
Visual Direction
The Innovation Store view from the Sampo AI OS front-end is not just a future vision image. It is a working front-end view of the system, where descriptions of Sampo-created work are surfaced and documented as part of the operating environment.
That makes it a strong header or social-preview direction because it reinforces that this organization represents a real AI OS with a functioning interface for managing solution outputs.
One-Sentence Positioning
Sampo AI OS is the digital office and AI operating system; the repositories here are its curated public products.

Pinned
Loading
  1. ai-ethics-osai-ethics-osPublic
    
EU AI Act compliance assessment platform developed within Sampo AI OS.

    Python
  2. fractal-scopefractal-scopePublic
    
Material pore analysis platform for fractal-dimension estimation from SEM and related microstructure images.

    HTML
  3. dao-hubdao-hubPublic
    JavaScript
  4. dao-renewable-energy-tradingdao-renewable-energy-tradingPublic
    Python
  5. dao-geopolitical-risk-scramblerdao-geopolitical-risk-scramblerPublic
    Python
  6. dao-ethics-enginedao-ethics-enginePublic
    Python

Repositories

Showing 10 of 16 repositories
View all repositories
People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages
Loading…
Most used topics
Loading…