Digital Labor Factory

When you roll out AI, your data is the fuel—and if you're not careful, that fuel might end up in someone else's engine. Data privacy isn't just a legal box to check, it's a boardroom risk. If your AI partner mishandles it, you're the one who answers to shareholders.

Microsoft

Microsoft gives you fine-grained control over where your data lives, who can access it, and how it's used. They don't use your data to train their models unless you explicitly say so. They've built privacy into the foundation—from Azure regions to encryption-at-rest to contractual guarantees. Your data stays your data.

Google

Google has tightened up its enterprise data handling practices, but it's still fighting against its ad-tech DNA. Some enterprise customers are uneasy about the blurry lines between model training and product development. If transparency and control matter, you'll want to read the fine print twice.

Salesforce

Salesforce talks a good privacy game—and it mostly delivers. But the newer AI features often share infrastructure with broader Salesforce services. That means you'll need to understand exactly where processing happens and what data is exposed across systems. It's secure, but it's not simple.

Open-Source

With open-source, the privacy controls are whatever you build. There's no vendor contract to back you up—just you and the firewall. If data residency or cross-border compliance is a concern, you're on your own.

Startups

Startups often use shared hosting environments, off-the-shelf cloud, and borrowed security policies. If they're training their models on customer data, you might not even know until it's too late. Their privacy policy may look good—but who's auditing it?

The Digital Labor Factory Angle

We use Microsoft because data governance isn't optional—it's mission critical. When we deploy AI, it's configured to respect your boundaries, your regions, and your compliance needs. Your data doesn't leak, drift, or disappear.

If you want to scale with AI without risking a headline-level breach, let's lock it down the right way.