Skip to content
Request Demo

Blog

The Spher-ium

Practical thinking for securing organizational AI. Get clear ideas for AI rollout, workspaces, rules, reporting, cost visibility, and the operating decisions that help teams use AI with confidence.

Shadow AI by the Numbers: How to Quantify — and Eliminate — Hidden Risk

Featured insight

Shadow AI by the Numbers: How to Quantify — and Eliminate — Hidden Risk

Shadow AI—the unsanctioned use of generative AI tools by employees without approval or oversight—has quietly grown into a major operational and security threat. Research now shows the average enterprise uses ...

Read article
What Actually Happened to Enterprise AI Spend
AI Cost Optimization

What Actually Happened to Enterprise AI Spend

From Experimentation to Execution Between 2022 and 2024, enterprise investment in AI-centric systems surged by an annual rate of 27%, hitting $19.5 ...

Read article
AI Policy 101: How Enterprises Can Define Clear AI Usage and Governance Rules
AI Governance

AI Policy 101: How Enterprises Can Define Clear AI Usage and Governance Rules

As AI adoption accelerates across the enterprise, so does the complexity of managing it responsibly.

Read article
AI Model Selection: Why One Model Won’t Work for Everything
AI Governance

AI Model Selection: Why One Model Won’t Work for Everything

Enterprise AI is evolving fast—but one thing is becoming crystal clear: 👉 No single model—or single model provider—can meet the diverse needs of a ...

Read article
AI Security: Turning Data into Action
AI Security

AI Security: Turning Data into Action

As AI systems become more embedded into enterprise workflows, the demands on operational infrastructure grow more complex. Running models in ...

Read article
The Enterprise AI Security Checklist, Revisited: Beyond Checkboxes and Into Real-World Complexity
AI Security

The Enterprise AI Security Checklist, Revisited: Beyond Checkboxes and Into Real-World Complexity

We recently published an overview of how traditional cybersecurity measures can miss the mark in AI-driven environments—and the level of interest we ...

Read article
Evaluating AI Models: Key Metrics for Large Language Models
AI Adoption

Evaluating AI Models: Key Metrics for Large Language Models

As enterprises adopt Large Language Models (LLMs) across a growing range of tasks—from chatbots and summarization to knowledge retrieval and code ...

Read article
The Hidden Costs of AI: Where Your Budget Is Really Going
AI Adoption

The Hidden Costs of AI: Where Your Budget Is Really Going

AI adoption is surging—72% of global enterprises are now using AI, up from just 50% last year. But with that momentum comes a wake-up call: AI is ...

Read article
The AI Collaboration Dilemma: Balancing Security with Open Innovation
AI Adoption

The AI Collaboration Dilemma: Balancing Security with Open Innovation

The AI Collaboration Dilemma: Balancing Security with Open Innovation Artificial intelligence is transforming the enterprise landscape, but there’s a ...

Read article
AI Data Leaks: The Unique Risks of an AI Model Breach
AI Security

AI Data Leaks: The Unique Risks of an AI Model Breach

AI Data Leaks: The Unique Risks of an AI Model Breach Artificial intelligence is changing how enterprises process and analyze data—but with that ...

Read article

Plan your AI rollout

Give teams a safer way to use AI.

Talk with Spherium about workspaces, model access, rules, reporting, and rollout planning.

Evaluation path Request a guided walkthrough. Start a 10-Day Free Trial. Get complimentary onboarding help for your first rollout.