Staff Writer

Business Technology

Company-Wide AI Assistants vs. Role-Specific AI Copilots

Most enterprises today are not struggling with whether to adopt AI. They are struggling with how to scale it. Every board presentation highlights pilot...

Business Technology

The Death of Internal Search: Why Employees Will ‘Ask’ Instead

For 30 years, employees have played librarian inside their own companies. Type a keyword. Scroll through ten links. Open three outdated PDFs. Close five...

Business Technology

How Salesforce Optimized AI Spend Across Sales, Service & Marketing

AI is not cheap. Not when you run it at enterprise scale. Not when every prompt, every workflow, every automated action hits a model...

Business Technology

The AI Playbook for Internal Knowledge Intelligence

Most ‘knowledge bases’ inside enterprises are digital graveyards. Stale PDFs. Outdated Confluence pages. A SharePoint folder no one has opened since 2021. And yet...

Business Technology

Inference Optimization vs. Model Downgrading: Where Should Leaders Cut Costs?

2024 was the year of AI proof of concept. Everyone wanted to test, experiment, and see what AI could do. But 2025 and 2026...

Business Technology

The AI Margin Squeeze: Why AI Costs Will Decide Go-to-Market Strategy

For twenty years SaaS sold a dream. Sky-high gross margins, recurring revenue, scale that barely touched costs. Eighty percent margins were almost a given...

Business Technology

The AI Playbook for Cost Containment and Model Efficiency

For the last two years, most enterprises ran AI like a hype experiment. Ship fast. Test everything. Don’t ask what it costs. That phase...

Cybersecurity

The AI Playbook for Model Governance at Scale

Shadow IT was the thing we all worried about a few years ago. People spinning up apps, servers, doing stuff without central control. That...

How JPMorgan Built Internal AI Guardrails Without Slowing Innovation

Most Martech leaders talk about guardrails like they are a necessary evil. Something you tolerate because legal asks for it. Something that slows launches,...

Cybersecurity