SAM Enterprise

Stop Trusting Your Intelligence to Clouds You Can't Control.

It's yours. Own it.

Governed AI that scales across departments — deployed on your infrastructure, managed by your rules. One intelligence layer. Every app connected. Every byte stays on your infrastructure — zero cloud dependency.

The Problem Every Organization Faces

Your team bought ChatGPT subscriptions thinking AI would save them. Their writing improved. Their workload didn't shrink. Meanwhile, every prompt they type is leaving your building — and cloud AI providers are training on your competitive intelligence.

The AI industry is pushing multi-agent systems — a different bot for every task. But Gartner predicts 40% of agentic AI projects will be canceled by 2027 due to escalating costs, unclear business value, and inadequate risk controls. The approach is fundamentally broken.

🔓

Data Leaving Your Building

Every cloud AI interaction sends proprietary data — client details, financial records, strategic plans — to servers you don't control and can't audit.

💸

Ungoverned AI Spending

Teams using AI subscriptions independently create shadow IT at scale. No visibility into costs, no governance over what models are used, no audit trail.

🤯

Agent Sprawl

Multiple AI agents means multiple personalities, multiple failure points, and management overhead that falls on your people — not the technology.

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Disconnected Tools

Your apps don't talk to each other. Your people are the middleware — copying data between Outlook, CRM, QuickBooks, and project management tools.

Two Deployment Paths. One Intelligence.

The same SAM architecture scales from a single Mac Mini under your desk to enterprise server infrastructure serving entire departments. You choose the deployment that matches your organization.

Small Business & Teams

Mac Mini Deployment

Dedicated Apple Silicon on your desk or in your server closet. Plug-and-play setup. Perfect for teams of 1–20.

Thunderbolt mesh clustering lets you add capacity by stacking units. More machines means more capability, not more complexity.

66W

Power draw

5.7×

M4 Performance

4TB

Local storage

Enterprise & Departments

Server Infrastructure

For organizations with multiple departments, compliance requirements, and IT governance. SAM deploys on enterprise server infrastructure with the NemoClaw governance sandbox.

Each department gets its own SAM instance. Intelligence flows centrally through the Beehive Architecture. IT maintains full control.

∞

Scalable

NemoClaw

Governance

RDMA

Interconnect

Same SAM foundation. Deployment-specific controls. A solo operator and a 200-person organization can use the same intelligence architecture, while integrations, permissions, data boundaries, and operating controls are configured for each deployment.

The Beehive Architecture

Every team member gets their own SAM — tailored to their role and workflows. All intelligence flows back to the hive. Leadership sees everything. Nothing leaves unless authorized.

SAM Beehive Architecture — Decentralized AI with Centralized Intelligence

🎯

Tailored to Each Role

Every SAM is customized for its operator — sales, ops, finance, legal. Different tools, different workflows, different priorities.

🧠

Shared Intelligence

Cross-SAM pattern recognition and learning. When one SAM discovers something valuable, the whole hive benefits.

👁️

Leadership Dashboard

Real-time coordinated view of department operations. Leadership sees what's happening without micromanaging.

🔐

Data Sovereignty

Nothing leaves the hive unless authorized. All data, conversations, and intelligence stays inside your organization's walls.

⚙️

Custom Skill Development

Organization-specific capabilities built over time. Your SAMs learn your industry, your processes, your competitive advantages.

🚜

Force Multiplier

SAM doesn't replace your team — it gives every member an executive assistant that works 24/7 and costs less than a part-time hire.

"Think of it as giving your team a governed assistant that can retain approved business context and support repeatable workflows under owner control."

Governed Architecture

Current capabilities are verified per deployment; this page does not define patent coverage.

🧠

Adaptive Model Router

Applies configured policy to supported models and records routing decisions for review.

🛡️

Security Controls

Deployment-specific monitoring and alerts help owners review connection, credential, and cost conditions.

💾

Persistent Memory

Owner-approved durable facts and bounded working context remain distinct and auditable.

🐝

Multi-Entity Workflows

Shared and isolated workflows are designed and verified for each approved deployment.

🔗

App Orchestration

Verified, deployment-specific integrations can connect CRM, email, calendar, financial, and project-management workflows under documented permissions.

📊

Cost Governance

Configured budgets, estimates, provider evidence, and alerts support owner review; savings are workload-dependent.

Request the Full White Paper

The SAM Enterprise White Paper is a comprehensive technical document covering architecture, governance, security, deployment specifications, and vertical-specific ROI models.

What's Inside

01 Complete system architecture and component specifications

02 Guardian security layer — Birddog + Watchdog deep dive

03 Adaptive model routing and cost governance engine

04 NemoClaw governance sandbox integration

05 Beehive multi-department deployment architecture

06 ROI models by vertical with deployment cost analysis

07 Governance and intellectual-property boundaries

08 Implementation timeline and onboarding process

09 Mac Mini vs. server infrastructure decision framework

10 Security audit results and compliance frameworks

Technical materials may contain confidential information.
Access requires appropriate review and agreement.

Request White Paper Access

Or book a 15-minute briefing call →