Insights on AI privacy, BYOK architecture, and building productive AI workflows for teams.
2026-05-22 · Caiioo Team
We built an on-device Pseudonymizer that scrubs real identifiers out of prompts before they reach an LLM, then restores them in the reply — covering general personal data and HIPAA Safe Harbor. Here's why we built it, how the regex-plus-ML design works, and how it scores on published benchmarks.
2026-05-02 · Alex Wall, AIGP, CIPM, CIPP/US, CIPP/E, FIP, PLS, CISSP
A plain-language walk through the design choices behind Caiioo's privacy-first claim — what they mean for your day, what they protect you from, and how to verify each one yourself.
2026-04-22 · Caiioo Team
The supply chain to the Vercel breach started with a Context AI employee downloading a Roblox game exploit. Context AI detected the intrusion in March 2026 and notified exactly one customer. As of April 22, they still have no timeline for telling everyone else. Three structural lessons for anyone evaluating third-party AI tools.
2026-04-22 · Caiioo Team
A Vercel employee granted a third-party AI tool "Allow All" access to their corporate Google Workspace via OAuth. The tool had already been compromised. One OAuth token became a pivot into Vercel's internal environments. Here's the architecture that means a Caiioo user is not exposed to this class of attack — and how to verify it for yourself.
2026-04-16 · Caiioo Team
The Wall Street Journal published a guide to switching AI chatbots and migrating the "memory" your old bot has built about you. Anthropic and Google both shipped import tools in March 2026 to make it easier. Here's why the better answer is to use them all from one place — with your own keys, and your own memory.
2026-04-12 · Caiioo Team
Salesforce CEO Marc Benioff calls OpenClaw untrustworthy for business use. Security researchers found exposed instances, supply chain attacks, and agent hijacking vulnerabilities. Here's what a security-first AI agent actually looks like.
2026-04-02 · Caiioo Team
A technical deep-dive into what ChatGPT stores, how long it keeps it, and what BYOK architecture does differently for privacy-conscious teams.