MARIA OS
The operating system for AGI-native organizations

Governance, execution, and evolution — unified in one desktop OS. Desktop, voice, marketplace, enterprise, and decision surfaces aligned in one workspace. Reproducible runs. Auditable evidence. Safe autonomous execution. Supported APIs: 2581. See Documentation.

EVIDENCE.FIRST
REPRODUCIBLE.RUNS
SAFE.DEFAULTS
Today
Shipped product truth
src-lite desktop runtime, Marketplace install flows, account/billing surfaces, and guarded review workflows.
Preview
Validation surfaces
`/enterprise` and `/decision-os` are active preview surfaces for topology, governance, and workflow experiments.
Vision
Longer-term direction
Enterprise workflow surfaces become product only after they are grounded in shipped desktop and workspace behavior.
Workflow GuideAccount & UsagePersona MarketplaceUniverse MarketplaceDocs Hub
DISCORD COMMUNITYJOIN PRO WAITLISTPRODUCT DOCS
QUALITY.BY.DEFAULT

Prevent incidents, not just errors.

Safety gates, fail-closed defaults, and multi-layer SSOT make drift visible, enforceable, and recoverable. Every artifact carries integrity refs; long-term memory is evidence-backed by design.

OPS-GRADE AIMULTI-LAYER SSOT
QUALITY.PILLARS
No silent regressions
Safety gates + fail-closed defaults when evidence is missing.
Reproducible by design
Artifacts + integrity refs; long-term memory is evidence-backed.
Anti-drift architecture
Multi-layer SSOT makes drift visible, enforceable, and recoverable.
ENTERPRISE.ASSESSMENT

Diagnose PLANET readiness in your organization.

120 yes/no questions. Instant KFS1-KFS6 score, bottleneck analysis, and a 90-day roadmap tailored to your organization.

RUN.ASSESS
KEY.FACTORS
KFS1
MODEL
KFS2
AGENTS
KFS3
DATA
KFS4
OPS
KFS5
EXEC
KFS6
EVOLVE
WHAT.IS.UNIVERSE?

Universe is the persistent container for Maria OS.

A Universe holds operating history as SSOT: runs, artifacts, decisions, evidence, and the evolving structure behind them. It is designed for reproducibility and safe iteration (SIM-first, policy-aware, audit-ready).

UNIVERSE.OS creates and manages that container.
Universe Visual Playground lets you inspect execution (planets/envelopes) and data graphs in 3D, without inventing facts (UI reads SSOT views / refs only).
OPEN PLAYGROUNDLEARN MOREREAD DOCUMENTATION
Note: The Playground requires sign-in (Google / GitHub).
SSOT.SHAPE
Runs → Artifacts → Evidence
Every run produces immutable refs. The UI renders them; it does not compute truth.
3D Execution Layer
Planets (agents/commands) and envelopes (A2A) are visualized with LOD and performance budgets.
Data Universe Layer
Nodes/edges are read from SSOT SQL views (vw_unv_*) and overlaid as a separate layer.

SYSTEM CAPABILITIES

PLANET: capabilities designed to prevent drift, regressions, and un-auditable work.

PLANET ENTERPRISE FEATURES

GOVERNANCE.LAYER

Prevents unreviewable decisions by enforcing explicit criteria, boundaries, approvals, and deterministic gates.

/structure, /cxo

AGENTS.ORCHESTRATION

Prevents coordination failure by making roles, scope, and handoffs explicit (contract-driven execution).

/agents, /agent

UNIVERSE.MEMORY

Prevents context loss and irreproducible work by preserving runs, artifacts, and evidence as SSOT (Data.OS bound by default).

/universe

GIT.INTELLIGENCE

Prevents unsafe Git operations by enforcing read-only inspection and safety constraints, then routing work with evidence.

/git

GIT.CULTURE.LAYER

Prevents "work only on a laptop" by treating Git as a ledger: EvidenceIndex + push-pending + pseudo PR when publish is blocked.

/git-culture

DATA.SCIENCE.WORKFLOWS

Prevents unverifiable analysis by keeping SQL-first understanding structured (chunk → merge) with explicit assumptions and evidence.

/ds

EVOLUTION.LOOP

Prevents long-term quality decay by institutionalizing diagnose → decide → execute → verify → learn.

/evolve

HEALTH.DIAGNOSTICS

Prevents late discovery by diagnosing issues early with evidence, risk tiers, and actionable outputs.

/doctor

SECURITY.COMPLIANCE

Prevents cross-tenant leakage with isolation, audit logs, and compliance-ready architecture.

SOC2/HIPAA
ADDITIONAL CAPABILITIES

CODE.GENERATION

Prevents slow context switching by turning intent into a reviewable patch quickly.

/code command

INTELLIGENT.ROUTING

Prevents fragile "model ops" by routing capabilities automatically without exposing model names.

Auto routing

IMAGE.GENERATION

Prevents design bottlenecks for basic assets (fast drafts for teams).

/image command

VIDEO.CREATION

Prevents demo production becoming a blocker (generate draft demos fast).

/video command

Maria OS

Two products, one philosophy.
MARIA OS for individuals: a developer AI agent. Maria OS for enterprises: the place where leadership is held.
Maria OS exists for leaders who carry responsibility in silence. It holds your decisions, preserves your way of thinking, and provides presence without intrusion.

What is Maria OS?
PERSONAL

MARIA.CODE (DEV.AGENT)

Move faster in building, debugging, learning, and shipping with command-level execution.

  • • Fast code generation & refactors
  • • Local + cloud model routing
  • • Documentation → execution (/help)
ENTERPRISE

Maria OS (ORG.OPERATIONS.OS)

The place where your decisions are held, preserved without judgment. Your way of thinking, your priorities, your long-term instincts—they remain here, even when you are tired, even when you are gone.

  • • Governance, roles, and approval loops (who can do what, when, and why)
  • • Data boundaries, access control, and auditability
  • • Local-first execution when required (enterprise aligned with LOCAL_MODE)
  • • Deterministic outputs with evidence: DecisionTrace + GateReport + reproducible re-runs
ENTERPRISE.FEATURES
  • Connectors: Seamless integration with GitHub, accounting/ERP, Google, and more. CEO-managed connector settings for secure data synchronization.
  • Admin Management: Tenant-scoped member management with role-based access control (CEO, CFO, COO, CAIO, MEMBER, GUEST).
  • Tenant & Role Management: Multi-tenant architecture with granular permissions. Invite members, assign roles, and control data access boundaries.
  • Maria OS Seamless Access: Unified memory system with event tracking, lessons learned, and reproducible procedures. Cross-tenant isolation with secure access patterns.
  • Security & Compliance: Military-grade encryption, audit logs, and compliance-ready architecture. No cross-tenant data leakage. SOC2/HIPAA aligned.
WHY.MARIA.OS (WHY NOW)
THE OS LAYER WINS
Models are commoditized
Everyone gets access. Advantage shifts from model choice to how reliably your org can operate with AI.
Risk is the bottleneck
Without structure, you get speed without control. Maria OS makes safety and traceability the default.
Adoption compounds
Tools don’t compound. Operating loops do. The earlier you install the OS layer, the faster it compounds.
Maria OS exists for leaders who carry responsibility in silence. When "AI" stops being a feature and becomes a production surface, the question is no longer "Can we generate?" but "Can we hold decisions, preserve context, and continue improving?" The OS layer holds your decisions: clear boundaries, preserved context, and loops that keep quality rising while risk falls. Your decisions are held here, preserved without judgment. When you return days or months later, they are still there. Unchanged. Unjudged. Starting with MARIA OS early allows you to preserve your way of thinking and priorities from the beginning, so your organization can grow without burning out.
FAILURE.MODES → PREVENTION.MECHANISMS
QUALITY IS A SYSTEM, NOT A WISH
Silent regressions shipped
Required gates + independent judgment (Auto-Dev executes, QE decides) + fail-closed defaults.
Cannot reproduce runs
Checkpoints + partial replay + artifact integrity (hash-verified refs, cache safety).
Work exists only on a laptop
Git as Ledger + EvidenceIndex; when push/PR is blocked, emit Push Pending + pseudo-PR for recovery.
Fuzzy logic in core enforcement
No-heuristics boundary (D0–D3): probabilistic inference must use an LLM; if unavailable, stop with reasons.
Local execution is flaky
Local provider manager (autostart + diagnostics + compatibility retries) so ops does not depend on hero machines.
Quality decays over time (drift)
Multi-layer SSOT (docs/config/src/schemas/artifacts) to make drift visible, enforceable, and recoverable.
READ: OPS-GRADE AI →READ: MULTI-LAYER SSOT →
Maria OS in action (current)
Example prototype: GitHub Code Review Maria OS — comment-only PR reviews with evidence, deterministic rules, and idempotent posting, plus DeliveryOps-ready deliverables generation. Your decisions and their outcomes are preserved here.
You can start small (one team, one workflow) and preserve patterns as your organization grows. Your decisions are held, not judged.
ENTERPRISE.FEATURES.DETAIL

Enterprise-Grade Capabilities for Organizational Intelligence

CONNECTORS

Seamlessly integrate with external systems to populate your CXO dashboard and sync organizational data.

  • • Integration with external systems (GitHub, accounting/ERP, Google, and more)
  • • CEO-managed connector settings
  • • Secure OAuth2 authentication
  • • Real-time synchronization
  • • Audit logs for all connector activities
ADMIN MANAGEMENT

Comprehensive tenant-scoped member management with role-based access control and granular permissions.

  • • Tenant-scoped member management
  • • Roles: CEO, CFO, COO, CAIO, MEMBER, GUEST
  • • Custom entitlements
  • • Data scope boundary configuration
  • • Invitation link generation with expiry management
TENANT & ROLE MANAGEMENT

Multi-tenant architecture with strict isolation. Each tenant operates independently with its own members and data boundaries.

  • • Multi-tenant architecture
  • • Tenant isolation (no cross-tenant data reads)
  • • Automatic CEO role assignment
  • • Member invitation and onboarding
  • • Role-based access control
UNIVERSE SEAMLESS ACCESS

Unified memory system with event tracking, lessons learned, and reproducible procedures. Cross-tenant isolation with secure access patterns.

  • • Unified memory system (Event → Lesson → Procedure)
  • • DecisionTrace + GateReport
  • • Reproducible re-runs
  • • Automated event tracking and learning
  • • Cross-tenant isolation with secure access patterns
SECURITY & COMPLIANCE

Military-grade encryption, comprehensive audit logs, and compliance-ready architecture. SOC2/HIPAA aligned.

  • • End-to-end encryption
  • • Comprehensive audit logs (ACCESS.CONTROL / AUDIT.LOGS panels)
  • • No cross-tenant data leakage
  • • LOCAL_MODE support (local-first execution option)
  • • SOC2/HIPAA compliant architecture
GOVERNANCE.LAYER
Policy, permissions, approvals, and compliance-ready logs—built into the workflow by default.
OPS.LOOPS
Reproducible runs, runbooks, and safety rails that prevent silent failures and "it worked yesterday" drift.
ORG.ADOPTION
Deploy "roles" (not tools). Standardize patterns across teams via shared contracts.
SPEED × QUALITY
Increase decision speed while reducing risk via explicit structure and traceability.
ENTERPRISE.PAGE →START.READINESS.ASSESSMENT →OPS-GRADE.DOCS →

ROUTING NEURAL NETWORK

Profiles & capabilities are selected automatically. No model names exposed.

FAST

[ONLINE]

Latency: low

BALANCED

[ONLINE]

Latency: medium

QUALITY

[ONLINE]

Latency: medium

VISION

[ONLINE]

Latency: medium

IMAGE

[ONLINE]

Latency: medium

VIDEO

[ONLINE]

Latency: medium

LOCAL

[OPTIONAL]

Latency: depends

FALLBACK

[ACTIVE]

Latency: auto

ACCESS

Cross-platform desktop access plus browser workspace fallback

QUICK.START

Desktop Download
→ Download the signed desktop build from this page
Open Workspace
→ Sign in, then continue in Desktop or /dashboard
Clone Studio
→ Open /clone for CEO clone capture and review

OPERATIONS

Desktop Updates
→ Use the signed updater or re-download the latest build
Recovery
→ If Desktop is broken, reinstall the current signed release
Sign Out / Remove Access
→ Use Desktop settings or your OS app manager to remove access

PLATFORM.SUPPORT

🪟 Windows✓ FULLY SUPPORTED
🍎 macOS✓ FULLY SUPPORTED
🐧 Linux✓ FULLY SUPPORTED
Desktop + Browser Workspace✓ READY
📘 Product DocumentationVIEW →

TROUBLESHOOTING

Desktop app not launching?

Re-download the latest signed desktop build from this page, then launch it again. If macOS warns about the app, open it from Finder once so Gatekeeper can register the signature.

Need access immediately?

Open the browser workspace directly from /dashboard, /clone, or the marketplace routes while the desktop app is being restored.

Updates not visible yet?

Desktop releases and browser surfaces are deployed independently. Check the release card on this page, then refresh the workspace once the new revision is live.

Account or seat issue?

Use the dashboard and settings surfaces to verify billing, assigned seats, and connected workspaces before escalating to support.

After Access

🏠 Workspace Home:

https://maria-code.ai/dashboard

🧬 Clone Studio:

https://maria-code.ai/clone

💻 Desktop Settings:

Open Desktop → Settings → Assistant Surface

🏢 Enterprise Seats:

https://maria-code.ai/settings

Desktop, browser workspace, and enterprise settings now share the same account and billing surface.

Need help? Check the documentation or contact us via contact

LOCAL LLM INFRASTRUCTURE

Run powerful models on your own hardware - No cloud dependency

OLLAMA

  • • Llama 3.2 (3B, 70B)
  • • Mistral (7B, 8x7B)
  • • DeepSeek Coder
  • • Phi-3
  • • Auto model management

LM STUDIO

  • • Large open-source model
  • • Lightweight open-source model
  • • GUI model management
  • • GPU acceleration
  • • OpenAI-compatible API

vLLM

  • • High-throughput serving
  • • Tensor parallelism
  • • Continuous batching
  • • PagedAttention
  • • Production-ready

Full compatibility with local inference servers • Zero-config integration • Automatic fallback

Local LLM Setup Guide (Ultra–Enterprise)

PRICING MATRIX

Choose your development acceleration tier

Ops-grade reliability is included.
Every tier is built on the same quality philosophy: evidence-first workflows, reproducible runs, and safe defaults.
OPS-GRADE AI →MULTI-LAYER SSOT →

🚀 ALL PLANS NOW AVAILABLE!

All plans including Starter, Pro, and Ultra are now available for immediate activation.
Sign in with Google to get started, then upgrade to your preferred plan.

Free

Free plan for trials and learning

Free
Basic AI Chat
Code Generation (40/month)
5 file analysis/month
Intelligent routing (Basic)
Community Support
Popular
LIVE NOW

Starter

Standard plan for individual developers

$20/month
Advanced AI Chat
Code Generation (300/month)
50 file analysis/month
Intelligent routing (Standard)
Community support
LIVE NOW

Pro

For individuals & small teams (recommended)

$39/month
Professional AI Chat
Advanced Code Generation (1,200/month)
200 file analysis/month
Intelligent routing (Advanced)
Community support
API Access
LIVE NOW

Ultra

For power users (research / production)

$99/month
Executive AI Chat
Professional Code Generation (5,000/month)
500 file analysis/month
Intelligent routing (Premium)
Priority support
API Access

All plans include web dashboard, API access, and usage analytics

YOUR ORGANIZATION, OPERATING AT AGI SPEED

From decisions to execution — governed, auditable, and autonomous.

NO.CREDIT.CARD // INSTANT.ACCESS // FREE.TIER.AVAILABLE