BareBot: Evaluating an AI Agent Inside a Live LMS
54 participants ran a 14-task protocol against a domain AI agent embedded in a learning management system. Task success was high — incorrect information was the real story.
Services / AI Privacy & Security
You sell trust. We check whether your AI stack deserves it — and hand you the fixes.
Is this a penetration test or a certification?
No — and we'll never sell it as one. This is an expert review of AI data practices: flows, settings, vendor terms, and habits. Where a formal assessment is required, we'll tell you which kind and why.
Do you need access to our systems?
The review works from inventories, settings screens, and vendor documentation you provide. We don't ask for passwords, and every access is agreed in advance.
Can you review a household, not a business?
Yes — smart cameras, voice assistants, family accounts, and chatbots are a standard scope, and the report is written in plain language.
What do most reviews find?
The same pattern: training-use toggles left on, cloud recordings retained forever, accounts shared with people who moved on, and work data in personal accounts. All fixable — usually in an afternoon, once someone lists them.
54 participants ran a 14-task protocol against a domain AI agent embedded in a learning management system. Task success was high — incorrect information was the real story.
A plain-language checklist and toolkit that helps families and small businesses answer: 'Is our smart-camera footage and personal data actually secure — and what is our AI assistant doing with what we tell it?'