Blog

Insights, updates, and best practices from the Elementum AI team

The AI Governance Maturity Model: From Ad Hoc to Orchestrated
The AI Governance Maturity Model: From Ad Hoc to Orchestrated
Elementum Team

Score your AI governance maturity stage by stage — from shadow AI and no inventory to runtime-enforced orchestration with full audit trails.

AI Governance Best Practices: A Framework for Enterprise CIOs
AI Governance Best Practices: A Framework for Enterprise CIOs
Elementum Team

Build AI governance that holds at scale. Five controls, key frameworks, and agent-specific practices CIOs need before production deployment grows.

The 6 Biggest Risks of Using AI in Enterprise & How to Mitigate Them
The 6 Biggest Risks of Using AI in Enterprise & How to Mitigate Them
Elementum Team

Prompt injection, shadow AI, agent sprawl, unproven ROI, vendor lock-in, runaway costs. Six enterprise AI risks and how to mitigate each.

AI Governance Platform: A Buyer's Guide for Enterprise Leaders
AI Governance Platform: A Buyer's Guide for Enterprise Leaders
Elementum Team

Learn what AI governance platforms do, how to evaluate runtime enforcement, and why deterministic orchestration determines audit quality.

How to Select Business Process Automation Software for Enterprises
How to Select Business Process Automation Software for Enterprises
Elementum Team

Choose enterprise BPA software using six criteria: integration depth, governance, deterministic control, data sovereignty, TCO, and vendor flexibility.

Best Architecture for Managing AI Agent Orchestration in Enterprises
Best Architecture for Managing AI Agent Orchestration in Enterprises
Elementum Team

Learn how a deterministic backbone reduces cost, controls governance, and scales AI agents reliably across enterprise workflows.

What Is Palantir’s Ontology, and Where Does Your Data Actually Go?
What Is Palantir’s Ontology, and Where Does Your Data Actually Go?
Elementum Team

Palantir's Ontology ingests your data into Foundry's own object store. Here's how that works, and what to check before you deploy.

Intelligent Automation: Combining AI, RPA, and Orchestration
Intelligent Automation: Combining AI, RPA, and Orchestration
Elementum Team

Intelligent automation combines AI, RPA, and orchestration to run enterprise workflows. Learn how each layer works and why orchestration decides reliability.

AI Governance Tools: How Enterprises Monitor and Control AI at Scale
AI Governance Tools: How Enterprises Monitor and Control AI at Scale
Elementum Team

AI governance tools give enterprise teams oversight of every model call, agent action, and audit trail. Learn how to govern AI at scale before risk compounds.

Agent Sprawl: How Enterprise CIOs Are Governing Hundreds of Disconnected AI Agents
Agent Sprawl: How Enterprise CIOs Are Governing Hundreds of Disconnected AI Agents
Elementum Team

Agent sprawl is accelerating. Learn how CIOs are building inventory, identity controls, and audit trails before deployments outrun oversight.

The Model Was Never the Product
The Model Was Never the Product
Nader Mikhail

Palantir's CEO said the quiet thing out loud: the model is just a resource, and the layer around it is where the value lives. Here's what he left on the table — and why "own the means of production" means keeping the data where it already sits, not shipping it to another vendor's house.

Enterprise Workflow Software: 5 Top Platforms and How to Choose
Enterprise Workflow Software: 5 Top Platforms and How to Choose
Elementum Team

Compare top enterprise workflow platforms on architecture, AI governance, and data sovereignty to find the right fit for your enterprise.