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For Enterprises

Need AI to land in your organization? SNAO is a multi-tenant agent platform that turns work into reusable knowledge and capabilities.

🎯 What Problem Does SNAO Solve?

Most enterprises face these challenges when deploying AI:

Challenge Typical Approach SNAO Approach
"Who can see what?" Ad-hoc permissions, hope the model doesn't leak Governance Core: scope-based filtering before retrieval
"Every question rebuilds context" Employees re-explain the same thing Company Brain: knowledge precipitates from work sessions
"Models hallucinate our policies" Prompt engineering + crossing fingers Knowledge Engine: extract facts, vet quality, lifecycle management
"Each team builds their own tools" Fragmented tools, no reuse Capability Catalog: global + tenant capabilities with trust blocks
"Can't audit what the AI did" Hope the logs tell the story Event Journal: every action, every scope check, full lineage

🏗️ What Is SNAO?

SNAO (Space-Native Agent Organization) is a multi-tenant agent platform where:

  • Employees collaborate with Bots through natural language
  • Knowledge and capabilities precipitate during work (not manually curated)
  • Everything is governed: who saw what, who decided, full audit trail
  • High-quality knowledge promotes to global catalog (desensitized, cross-tenant reuse)

Technical distinguisher: SNAO's value isn't in models, retrieval, or agent frameworks (those improve externally). It's in two things external tech can't replace:

  1. Governance — Who can see what, who decides, auditable at every step
  2. Precipitation — Knowledge and capabilities extracted from real work, continuously refined

🔄 How It Works

The Company Brain (§8.2)

Your entire company shares one Work Bot. It answers each employee based on their effective scope:

graph LR
    A[Employee asks<br/>"What's the Q3 strategy?"] --> B{Scope Filter}
    B -->|Marketing team member| C[Shows marketing strategy]
    B -->|Sales lead| D[Shows sales + upstream context]
    B -->|CEO| E[Shows all enterprise-level strategy]
  • No manual permissions — scope calculated from role + department + workspace
  • No data leakage — filter applied before LLM sees anything
  • Auditable — every answer records what scope was used

Knowledge Precipitation (§6.2)

As people work, SNAO extracts reusable knowledge:

  1. Extract: Knowledge Bot scans Event Journal for patterns
  2. Intake Confirmation: Owner approves before it enters Company Brain (§8.2.2)
  3. Quality Control: Semantic dedup, conflict detection, scoring
  4. Approval: Platform vets quality (authority Task, §7.1)
  5. Live: Knowledge available to effective scope

High-quality knowledge can promote to global catalog (desensitized) and benefit all tenants.

Capability Flywheel (§9)

graph TB
    A[Employee uses Capability] --> B[CapabilityUsageLog]
    B --> C[Feedback: success/failure/<br/>human_intervened]
    C --> D{Quality threshold?}
    D -->|Below| E[Demote or suggest fix]
    D -->|Above| F[Promote to global]
    F --> G[New tenant onboards,<br/>gets high-quality Capabilities<br/>immediately]
    G --> A

🧩 Capability System (§4)

SNAO manages all AI building blocks as Capabilities:

Kind Execution Example
Tool Executable (sandbox) CRM connector, database query
Skill RAG Adapter Document summary, meeting notes
Knowledge Pack Vector indexing Industry SOPs, compliance rules
External Role Gateway Bot Lead capture, customer service

Each capability has a trust block (§4.3):

trust:
  execution_class: executable
  required_scopes: ["context:read", "crm:write"]
  egress: ["api.salesforce.com"]
  secret_refs: ["salesforce_api_key"]
  cost_profile:
    inference_cost: low
    task_tier: non_frontier

SNAO enforces this at runtime — no capability can exceed its declared permissions.

🛡️ Security & Governance (§6.1, §12)

Six-Layer Isolation (§12.3)

  1. Network: Tenant namespace, egress control
  2. Data: PostgreSQL RLS + Schema per tenant
  3. Identity: OIDC/SAML federation, scope-based RBAC
  4. Application: Scope filter before every retrieval
  5. Deployment: Resource quotas, HPA limits
  6. Observability: Audit log, tenant-specific traces

Plus a 7th layer for External Plane (§8.3): Gateway Bot with outbound filtering for customer-facing interactions.

Audit Everything (§12.1)

  • Every retrieval: who, what scope, what was retrieved
  • Every approval: who decided, what was the risk
  • Every knowledge promotion: source tenant, desensitization log
  • Cross-tenant operations: mandatory audit, requires super_admin

📦 Deployment Options (§2)

  • Managed by GoldenTellus
  • Kubernetes + multi-tenant isolation
  • Auto-scaling, monitoring, backups
  • Start in days, not months

Single-Tenant Appliance

  • On-premise Mac mini host
  • All data stays in your facility
  • Control plane syncs via outbound HTTPS + mTLS
  • Offline-tolerant (continues working if control plane unreachable)

Both run the same codebase — only deployment config differs.

💰 Pricing

Contact us for a quote. Pricing factors:

  • Tenant count (shared cluster) or appliance unit (on-prem)
  • Active users per tenant
  • Capability usage (model calls, tool invocations)
  • Storage (Context + Event Journal)

Free tier available for evaluation (1 tenant, 5 users, 30 days).

🚀 Get Started

1. Schedule a Demo

Contact: [待补充: 邮箱/日历链接/表单]

We'll show you: - Company Brain answering scope-filtered questions - Knowledge precipitating from a work session - Capability being deployed with trust block enforcement - Audit trail for a cross-department authorization

2. Pilot Program (30 days)

  • Deploy SNAO for one department (5-10 users)
  • Upload initial Context (product docs, SOPs, customer data)
  • Work normally — knowledge precipitates automatically
  • Review quality, audit logs, precipitation metrics

3. Production Rollout

  • Expand to full organization
  • Configure External Roles (customer-facing Bots)
  • Set up tenant-specific Capabilities
  • Monitor Capability Flywheel metrics

📚 Technical Deep Dive

Want to understand the architecture?

🤝 Partner Program

Building AI solutions for enterprises? We offer:

  • Reseller program: Deploy SNAO for your clients, keep margin
  • Integration support: Integrate your SaaS with SNAO as a Tool capability
  • Co-development: Build tenant-specific Capabilities together

Contact: [待补充]

Next Steps: 1. Schedule a demo (contact above) 2. Review the SNAO technical overview 3. Browse open-source capabilities we've already extracted