Resources

Guides, white papers, and reference material for data & AI teams.

Executive Guides

In-depth, evergreen references on the decisions behind sovereign, on-premise, and regulated AI.

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AI Governance Framework for Regulated Financial Services

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A Guide to Government AI for Agency Leaders

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How to Choose a Sovereign AI Platform in 2026

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Industrial AI From Pilot to Factory-Floor Production

An isometric comparison of an on-premises data room with storage cylinders against a server-rack cloud, labeled ON-PREMISES v/s CLOUD

On-Prem AI vs Cloud AI for Regulated Industries in 2026

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A Procurement Guide to Private AI for Healthcare

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A Program Leader's Guide to Sovereign AI for Defense

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A Regulated AI Guide for Executive Decision-Makers

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AI in Nuclear, Deployment Constraints and Use Cases

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The Complete Buyer's Guide to On-Premise AI

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The Complete Guide to Air-Gapped LLM Deployment

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What Is an AI Factory?

A technician works at a server rack in a dark data center, seen from behind with hands and shoulders in frame, cool blue light with warm amber accents

What Is Sovereign AI?

Latest Insights

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What's new at Shakudo and across the data & AI world.

Dark titanium control modules arranged as a sovereign AI platform evaluation console

How to Evaluate Sovereign AI Platforms

August 13, 2026

Four dark titanium structures representing sovereign AI deployment architectures

Sovereign AI Architecture: On-Premises, Private VPC, Air-Gapped, or Hybrid?

August 13, 2026

Thinking Machines Lab Inkling, Explained: Why Open Weights Change the Enterprise AI Math

Thinking Machines Lab Inkling, Explained: Why Open Weights Change the Enterprise AI Math

What Is a Good AI Harness? (And Why It Beats Upgrading Your Model)

What Is a Good AI Harness? (And Why It Beats Upgrading Your Model)

Top 7 AI Agent Platforms for Citizen Developers (2026)

Top 7 AI Agent Platforms for Citizen Developers (2026)

Loop Engineering: Why It’s the Last Software Abstraction You’ll Need

Loop Engineering: Why It’s the Last Software Abstraction You’ll Need

AI Gateway: What It Is and How to Cut Enterprise LLM Costs by 60-80%

AI Gateway: What It Is and How to Cut Enterprise LLM Costs by 60-80%

What is Loop Engineering? Everything You Need to Know

What is Loop Engineering? Everything You Need to Know

White Papers & Reports

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In-depth reports and guides on data & AI solutions.

The Sovereign AI Reference Architecture

The Sovereign AI Reference Architecture

August 28, 2026

Speculative Decoding: A Reference Architecture for LLM Serving

Speculative Decoding: A Reference Architecture for LLM Serving

The Data Leader's Playbook for Building an Agentic Enterprise

The Data Leader's Playbook for Building an Agentic Enterprise

February 24, 2026

A CTO's Playbook for Building an Agentic Enterprise

A CTO's Playbook for Building an Agentic Enterprise

February 24, 2026

A CIO's Playbook for Building an Agentic Enterprise

A CIO's Playbook for Building an Agentic Enterprise

February 24, 2026

9 Agentic Workflow Patterns Reshaping Enterprise AI

9 Agentic Workflow Patterns Reshaping Enterprise AI

February 5, 2026

Accelerating Enterprise Decision Intelligence with AI Agents

Accelerating Enterprise Decision Intelligence with AI Agents

January 29, 2026

How to Use Agentic AI in Manufacturing

How to Use Agentic AI in Manufacturing

January 29, 2026