Insights

Perspectives on security,
compliance, and the future of AI.

Practical thinking from the Kailber team on the topics that matter most to security-conscious organizations.

May 2026 — 8 min read

What SOC 2 Actually Means And Why Most Companies Get It Wrong

SOC 2 has become a prerequisite for enterprise sales. But the path to certification is riddled with misconceptions that cost companies time, money, and sometimes the audit itself. Here's what you actually need to know before you start.

Securing AI Pipelines: The Threat Surface Nobody Is Talking About

As organizations rush to deploy AI and ML models, a new attack surface is emerging one that traditional security frameworks weren't built to address. Here's how to think about it.

April 2026 — 6 min read

Why Shifting Security Left Is Still Being Done Wrong

The industry has been talking about shift-left security for years. Most organizations have heard it. Far fewer have actually done it. Here's the gap between the concept and the reality.

March 2026 — 5 min read

More insights coming soon