ioLite for Institutions
You approve the AI.
We show you what it tells your people.
Schools, clinics, workplaces and public agencies carry the liability when an AI tool says the wrong thing. ioLite grades the tools before you license them and watches what they tell your people after, without reading what your people ask.
The rule
We evaluate the response, never the prompt.
What the AI told a student, a patient or an employee is what carries the risk, so that is all we score. Consent comes first: opt-in for families, policy consent for agencies, institutional consent for clinics.
What you get
Before you license it, and after people use it.
Guardian across your fleetLive
The browser layer on every managed device, with district, school and parent dashboards.
The enterprise consoleLive
What AI tools told your people, flagged against the taxonomy. Never what your people asked.
Audits before you license
Every AI tool on your approved list, graded before people meet it and re-graded when it changes.
Procurement and policy toolkit
The questions to ask vendors, the grade to require, and policy language that holds up.
Change alerts
When a licensed tool ships a new model version, you hear about it, with the new grade.
Who it's for
Schools and districts
What AI told a student, not what the student asked. Guardian is live in the browser today.
Clinics, crisis lines and humanitarian health
Audit before deployment, monitor after. Built with clinicians in refugee mental health and psychological first aid.
Workplaces
HR sees what AI tools told employees, with consent in place, and never their prompts.
Public sector and legal
Courts, prosecutors, public defenders and legal aid, where explainable AI is the condition for adoption.
Know what the AI told your people.
Tell us which AI tools your people use. We will show you how they grade and what the laws where you operate expect of them.