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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.

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Recent thinking and practical guidance for this topic.

Why Restrictive Policies are Making Shadow AI Worse in 2026

Featured insight

Why Restrictive Policies are Making Shadow AI Worse in 2026

Solve the AI Crisis in 2026 with Spherium.ai: Collaborative AI Gateway. If you are a CISO or CIO in 2026, the scenario is painfully familiar. Telemetry shows employees using AI everywhere, yet your dashboards ...

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Unleashing AI Scale
IT Leadership AI Governance AI Adoption

Unleashing AI Scale

Why the Future of Enterprise Architecture Starts with a Governed AI Gateway Until recently, most enterprise AI discussions centered on a single ...

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Preventing AI data exfiltration: governance beyond policy
AI Security AI Governance AI Adoption

Preventing AI data exfiltration: governance beyond policy

Answer: Recent reports of malicious browser extensions intercepting AI queries underline a basic truth: written AI policy is necessary but not ...

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Why Collaboration Breaks in AI Projects (and How to Fix It)
AI Adoption

Why Collaboration Breaks in AI Projects (and How to Fix It)

Everyone’s building AI. Almost no one is building AI together.

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Is Your AI "Working" — or Just Working Around You?
AI Adoption

Is Your AI "Working" — or Just Working Around You?

Most AI platforms promise productivity. But what happens when your own people are forced to route around the very systems meant to help them? In this ...

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You Don’t Need More AI Tools. You Need Agentic Automation.
AI Adoption

You Don’t Need More AI Tools. You Need Agentic Automation.

Summary: In a market flooded with AI point solutions, most enterprises are buying more noise. This post lays out why automation—not more tools—is the ...

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

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 ...

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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 ...

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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 ...

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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 ...

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